{"id":"W6960961322","doi":"10.14288/1.0165434","title":"Freshman year, Science Class 1910 - McGill University College of British Columbia","year":2015,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); World class; Information science; George (robot)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005115316,0.0007203051,0.0005957002,0.001172011,0.004366089,0.004307424,0.001017031,0.001295762,0.8258024],"category_scores_gemma":[0.001286475,0.0004408493,0.0003232444,0.00133693,0.0007124467,0.00104508,0.001851498,0.001562807,0.5420386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004966344,"about_ca_system_score_gemma":0.01098407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2528326,"about_ca_topic_score_gemma":0.7241886,"domain_scores_codex":[0.9996033,0.0000124201,0.0000100051,0.00007566636,0.0001994503,0.00009908211],"domain_scores_gemma":[0.9982154,0.00004300118,0.0000257167,0.00006877961,0.0006660403,0.0009810515],"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":[0.00001996787,0.00002301479,0.0002565685,0.00002303792,0.000001052136,0.00003613564,0.00002672828,0.00001869097,0.0002206863,0.0005928756,0.9707453,0.02803599],"study_design_scores_gemma":[0.000002730819,0.00000600776,0.001039988,0.0000290366,8.372145e-7,0.0000108927,0.00007812834,0.00001556064,0.00005314321,0.00007520368,0.9986853,0.000003192727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001629918,0.0011998,0.0002757328,0.006540716,0.003392525,0.00009913224,0.006683837,0.000490986,0.9796873],"genre_scores_gemma":[0.0007888746,0.0002167462,0.00004316818,0.0001806074,0.00004733963,0.000006885001,0.000424977,0.00006601522,0.9982254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8258024,"threshold_uncertainty_score":0.5027219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087850896894235,"score_gpt":0.1650852841601779,"score_spread":0.1542067751912355,"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."}}