{"id":"W3208579122","doi":"","title":"CHANGES IN TEACHERS’ BELIEFS, INTENTIONS AND ACTIONS AFTER EXPOSURE TO TGFU","year":2013,"lang":"en","type":"article","venue":"Expomotricidad","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Social psychology; Environmental health; Developmental psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009629513,0.0001103803,0.000108092,0.0002287624,0.0001462622,0.000222113,0.00007877349,0.0000408856,0.007357323],"category_scores_gemma":[0.00006312073,0.00009780038,0.00002552894,0.00007102387,0.0000502013,0.0003904478,0.00004296567,0.0001543668,0.0004113055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760538,"about_ca_system_score_gemma":0.00001499662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006562828,"about_ca_topic_score_gemma":0.01378505,"domain_scores_codex":[0.9993091,0.00003987304,0.000146099,0.0001928589,0.0001191419,0.0001929349],"domain_scores_gemma":[0.9995291,0.00006765468,0.0000598108,0.0001626714,0.00008505637,0.00009569791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001585268,0.0006432229,0.009044809,0.00004168092,0.00006000417,0.000007002377,0.830006,0.000001905813,0.000818642,0.02648562,0.0341526,0.09872265],"study_design_scores_gemma":[0.0002879672,0.0002618727,0.07559168,0.00005407166,0.00001916604,0.000005383452,0.2298366,0.000003572055,0.0001039883,0.0009096724,0.692641,0.0002850426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208648,0.001052027,0.00001205546,0.03560041,0.0005200077,0.0003167599,0.000009234157,0.00005749261,0.04156723],"genre_scores_gemma":[0.981443,0.0002467428,0.0001227876,0.001003969,0.000427179,0.0004318599,0.000004073513,0.00001475499,0.01630561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6584885,"threshold_uncertainty_score":0.9935501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326824039812399,"score_gpt":0.2792276573157781,"score_spread":0.2259594169176541,"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."}}