{"id":"W7098767104","doi":"","title":"CANADIAN MATHEMATICS EDUCATION STUDY GROUP / ACTES","year":2009,"lang":"en","type":"article","venue":"","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.001214765,0.0006192157,0.0005137011,0.00446623,0.005943598,0.00189471,0.001784741,0.0007161194,0.1023839],"category_scores_gemma":[0.004190143,0.0004651219,0.000671825,0.005961043,0.0005203347,0.0009087902,0.001390894,0.001253163,0.009791473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03850252,"about_ca_system_score_gemma":0.0991906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9893026,"about_ca_topic_score_gemma":0.9960887,"domain_scores_codex":[0.998543,0.00006459496,0.00005349792,0.0001047759,0.0007583821,0.0004758183],"domain_scores_gemma":[0.9936277,0.0003113206,0.0002232641,0.0001988045,0.003091659,0.002547339],"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":[0.0004010575,0.0005796709,0.1025364,0.000316967,0.00004826728,0.0001962588,0.001379136,0.0002164483,0.000241778,0.007002341,0.7938238,0.09325797],"study_design_scores_gemma":[0.0001392464,0.00007056664,0.5224147,0.0002574933,0.0000465732,0.00008801805,0.003645086,0.0003770597,0.000458028,0.000760203,0.4717063,0.00003673564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1865711,0.002569844,0.0007080259,0.02125811,0.001451632,0.00152463,0.3038858,0.000394756,0.4816361],"genre_scores_gemma":[0.2216654,0.002614376,0.001692029,0.001605153,0.0001721121,0.0007100977,0.06368575,0.0001467765,0.7077083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9893026,"threshold_uncertainty_score":0.3425084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588783448989739,"score_gpt":0.2286956380933528,"score_spread":0.2128078036034554,"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."}}