{"id":"W7027548088","doi":"","title":"Curriculum change in the classroom : a teacher-based inquiry / by Connie Morrice.","year":2017,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Flexibility (engineering); Field (mathematics); Qualitative research; Perception; Professional development; Resource (disambiguation); Grounded theory; Faculty development","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007127275,0.001215909,0.001252215,0.003851322,0.0006196426,0.000198224,0.005045811,0.001298347,0.001427044],"category_scores_gemma":[0.0001627114,0.001141404,0.0004852884,0.002483918,0.00129908,0.000353099,0.000676237,0.002043128,0.005483856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136184,"about_ca_system_score_gemma":0.0005177857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003297976,"about_ca_topic_score_gemma":0.5558111,"domain_scores_codex":[0.9947807,0.001761415,0.0003497342,0.00126902,0.0005755635,0.001263537],"domain_scores_gemma":[0.9950197,0.0002358177,0.0008513458,0.00335239,0.0001746691,0.0003661065],"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":[0.00003853928,0.001900281,0.05708465,0.0001519184,0.0001379595,0.0004495673,0.001375343,3.774213e-7,0.00001295124,0.003129383,0.9342328,0.001486236],"study_design_scores_gemma":[0.003261219,0.0001309824,0.002839449,0.001261492,0.0003477598,0.00001021269,0.0006532614,0.0001431532,0.000003715866,0.00001470528,0.9900602,0.001273899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00494054,0.005907167,0.0001070381,0.0003881488,0.0009451081,0.002074263,0.001173827,0.0009151353,0.9835488],"genre_scores_gemma":[0.2070927,0.00001407821,0.00001435009,0.00002416881,0.001037318,0.00008865221,0.0009609725,0.001280152,0.7894876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5525132,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458262897183904,"score_gpt":0.2923976228057628,"score_spread":0.2278149938339238,"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."}}