{"id":"W6912044199","doi":"10.5281/zenodo.2287031","title":"Open Notebook Workshop at the Neuro, McGill University 2018/12/14","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Movement (music); Open university; Work (physics); Feature (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003668388,0.001164968,0.0007004661,0.001379689,0.002922944,0.01013032,0.002620845,0.003346307,0.4090874],"category_scores_gemma":[0.005860781,0.0004087515,0.0008197637,0.0008728643,0.001351157,0.004417453,0.004718138,0.004383389,0.2304927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851308,"about_ca_system_score_gemma":0.006339056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005994565,"about_ca_topic_score_gemma":0.01470955,"domain_scores_codex":[0.9985838,0.0001934996,0.00003908697,0.0002789503,0.0006513406,0.0002533064],"domain_scores_gemma":[0.9943674,0.0007434711,0.000108977,0.000502501,0.001790562,0.002487144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004150359,0.00001863902,0.00002611315,0.00002788051,0.00000152781,0.00002881108,0.00007173523,0.00006427668,0.0002793786,0.004063393,0.9765431,0.01883366],"study_design_scores_gemma":[0.000008231,0.00001531194,0.0001641511,0.00005259926,0.000001660257,0.00002682383,0.0001260392,0.00008002971,0.0003047874,0.003379169,0.9958321,0.000008978639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003932141,0.00455825,0.02829909,0.06542782,0.05921023,0.0004341235,0.008804567,0.01016202,0.8191717],"genre_scores_gemma":[0.006603144,0.001219697,0.005268823,0.002705306,0.004707078,0.000202621,0.002978095,0.00187324,0.974442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9973792,"threshold_uncertainty_score":0.8428651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577293348203367,"score_gpt":0.3472828184434786,"score_spread":0.189553483623142,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}