{"id":"W4404352754","doi":"10.1007/978-981-97-8468-4_2","title":"Examining the Cultivation Policies for Normal University Students in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Exploring Education Policy in a Globalized World","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"New normal; Mathematics education; Political science; Psychology; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002095104,0.0002205654,0.0002089762,0.0002302725,0.0001844884,0.0000817932,0.0004399962,0.00005096479,0.00008870131],"category_scores_gemma":[0.0001086285,0.0001172056,0.00005193949,0.0008771156,0.0000501059,0.0001717218,0.0001528696,0.000216087,0.0000177532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185505,"about_ca_system_score_gemma":0.001052403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7121918,"about_ca_topic_score_gemma":0.950964,"domain_scores_codex":[0.9987317,0.0000233198,0.0003313924,0.0003196589,0.0003277298,0.0002662021],"domain_scores_gemma":[0.9992228,0.0003415769,0.000160208,0.00009015523,0.0001411938,0.00004406817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002851409,0.00007085267,0.02815543,0.00003718289,0.00005765207,0.000001565613,0.001063286,0.00005222267,0.00002167008,0.9183984,0.04578643,0.006326801],"study_design_scores_gemma":[0.0001247991,0.00001200639,0.1500891,0.000307503,0.00001645284,8.084864e-7,0.006907145,0.000002348954,0.000004705616,0.008622281,0.833682,0.0002308638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3753144,0.0006461756,5.738718e-7,0.03761569,0.005166959,0.001981715,0.0007862496,0.00009923455,0.578389],"genre_scores_gemma":[0.3999341,0.0002912238,0.00004855384,0.0009332027,0.001398846,0.0002074338,0.0003765177,0.000006362787,0.5968037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9097761,"threshold_uncertainty_score":0.8329985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163901546157134,"score_gpt":0.3031619748921661,"score_spread":0.1867718202764526,"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."}}