{"id":"W2274256709","doi":"10.6084/m9.figshare.1564487.v1","title":"Group 4 dataset 3 Wk4","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Computer science","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":[0.001765523,0.003660495,0.002065826,0.003021617,0.001950362,0.002873047,0.002877181,0.002962568,0.08808208],"category_scores_gemma":[0.008882254,0.0005386706,0.003515858,0.002408366,0.0006679332,0.001958794,0.002154102,0.002402827,0.1073568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655764,"about_ca_system_score_gemma":0.003002124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934629,"about_ca_topic_score_gemma":0.07712152,"domain_scores_codex":[0.9976966,0.000397953,0.0001833365,0.000957926,0.0004185364,0.0003457578],"domain_scores_gemma":[0.9972155,0.0005624107,0.0000996375,0.00106982,0.0007956376,0.0002569885],"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":[0.0006233397,0.0001987245,0.0049797,0.0006863573,0.0002890751,0.00008927927,0.00004731161,0.0009966731,0.000794061,0.0003671424,0.9689013,0.02202696],"study_design_scores_gemma":[0.00120121,0.0004747683,0.0320024,0.0004554921,0.0003268567,0.0004171106,0.0004933461,0.008229159,0.002239628,0.002394766,0.951641,0.0001242027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01004665,0.001073431,0.001925904,0.0006884318,0.001253114,0.0003164036,0.9649895,0.0101138,0.009592776],"genre_scores_gemma":[0.007427313,0.0001124582,0.002549181,0.0002075964,0.0000911946,0.0002709425,0.9836999,0.0005725508,0.00506894],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9119179,"threshold_uncertainty_score":0.2946639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379711434850055,"score_gpt":0.3824487181191705,"score_spread":0.1444775746341649,"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."}}