{"id":"W6906664078","doi":"10.18710/vttnxm/wmyjet","title":"ID11.pdf","year":2021,"lang":"en","type":"dataset","venue":"","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00152062,0.0035713,0.001697434,0.003540721,0.001057276,0.003554147,0.003262133,0.003593295,0.1604976],"category_scores_gemma":[0.007269265,0.0008626029,0.001994368,0.004988254,0.0005741001,0.001866347,0.002487233,0.002391921,0.2707604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684379,"about_ca_system_score_gemma":0.001974869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01865076,"about_ca_topic_score_gemma":0.03270364,"domain_scores_codex":[0.9987854,0.000245471,0.0001272314,0.0003780165,0.000251935,0.0002118391],"domain_scores_gemma":[0.997533,0.0008468458,0.0001549152,0.0006720859,0.0005355738,0.0002575807],"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":[0.0000525772,0.00003045002,0.0002794662,0.0005391386,0.00001877253,0.000009704707,0.00001232515,0.000189539,0.00006221728,0.0002255536,0.9961476,0.002432569],"study_design_scores_gemma":[0.0005614357,0.00004713123,0.002346999,0.0003347541,0.00004347431,0.0000441401,0.00008721431,0.0008504711,0.0003749714,0.001761275,0.9935144,0.00003373576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001082385,0.00007174717,0.00007414358,0.0000899791,0.00004083285,0.00001656724,0.998046,0.00072492,0.0008274343],"genre_scores_gemma":[0.0002921063,0.00006610601,0.0003339501,0.00007707798,0.00001278316,0.00008884838,0.997744,0.0001139969,0.001271199],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8395024,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05987347709930158,"score_gpt":0.4366718899849193,"score_spread":0.3767984128856178,"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."}}