{"id":"W4250738082","doi":"10.1080/10476210802524891","title":"Vale","year":2008,"lang":"en","type":"article","venue":"Teaching Education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pedagogy; Sociology; Mathematics education; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003778056,0.0007741517,0.0004584761,0.001433867,0.001514887,0.004408272,0.0007656832,0.001391893,0.776563],"category_scores_gemma":[0.00123494,0.0002855677,0.0003597646,0.0008624602,0.000565733,0.001441836,0.001967112,0.001588667,0.5592279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046422,"about_ca_system_score_gemma":0.001174472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823566,"about_ca_topic_score_gemma":0.005243978,"domain_scores_codex":[0.9996031,0.0000439449,0.00001186419,0.00009495076,0.0001613457,0.00008480033],"domain_scores_gemma":[0.9995448,0.00005874238,0.00001643152,0.00008629755,0.0001388321,0.0001548781],"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":[0.0001384153,0.0002085243,0.00117003,0.0002161422,0.00001418886,0.0001611781,0.0003183328,0.0001647428,0.001670555,0.03220951,0.572733,0.3909954],"study_design_scores_gemma":[0.000009338971,0.00001462862,0.0007005524,0.00006241833,0.00000315339,0.0001099661,0.0001122087,0.00005015832,0.0004645536,0.001473057,0.9969963,0.000003733165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001446692,0.0006781252,0.0006058922,0.001354914,0.001013033,0.00002532146,0.0007924564,0.000700743,0.9933828],"genre_scores_gemma":[0.003868777,0.0002460717,0.0002546207,0.0001583075,0.00004933149,0.000007069655,0.0003551549,0.00009047148,0.9949701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.776563,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149559090088062,"score_gpt":0.3195297464293301,"score_spread":0.2880341555284495,"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."}}