Bibliographic record
Abstract
Shaun Loney's books An Army Of Problem Solvers and Beautiful Bailout is available on Amazon and more info is available at: http://www.armyofproblemsolvers.com/about    https://indigenouscleanenergy.com/2020-catalysts-program/program-mentors-coaches/shaun-loney-2/  beautifulbailout.com If you want to follow along with Harvey and Kent on there record run across the country. Or you would like more info or wish to donate to Dr. Honey's Functional Neurosurgery fund with VGH & UBC Hospital Foundation go check out https://www.maryannselectricdrive.com/.https://www.polarsteps.com/harveysoicher If you are in the Winnipeg or surrounding area and would like an independent shop to look at your electric vehicle, check out Erickson Motors: https://www.ericksonmotors.ca/ Check out Saskatoon Electric Vehicle Association at Saskev.ca. There you will find links to their multiple social media accounts and a list of available Electric inventory throughout the province.  Check out the amazing  work Chris is doing at Webb Motorworks and find out what new project the cyber beast is going into. Also if you would like to invest or help out find his contact info here: https://www.webbmotorworks.com/ https://youtube.com/c/WebbMotorworks For more info or to pick up your own EVOBD2 display go check them out at evobd2.com  The link to the carbon plunk website is carbonplunk.com where you can get more info or donate. The link to the free version of Soul EV Spy is: https://play.google.com/store/apps/details?id=com.evranger.soulevspy If you want more info on the NeoCharge adapter take a look at Sun Country Highway's page: https://suncountryhighway.ca/store/NeoCharge-Appliance-Smart-Splitter-p233076456 Here is a link to Steve's YouTube channel: https://www.youtube.com/channel/UCTIKxPx0ZwFSR7w1g3Gi68g  Here is the link to kilowatt podcast: https://pca.st/podcast/09216500-6e77-0134-787d-4ffec63d9550 Here is the link to EV Resources youtube: https://www.youtube.com/channel/UC6_8Fx3_XrBo3nvRRDXheJA Leave a voice message on anchor: https://anchor.fm/truenorthev/message Twitter link is: https://twitter.com/ev_north?s=09 Facebook link is: @truenorthev Youtube link is: https://www.youtube.com/channel/UCL7wx5zSbqXceaKH2apZGJA --- Send in a voice message: https://anchor.fm/truenorthev/message
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.363 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".