{"id":"W4390063162","doi":"10.14307/jfcs115.4.46","title":"Further Thoughts on FCS and Montessori Collaboration","year":2023,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Family and consumer science; Vision; Sociology; Pedagogy; Psychology; Social science; Mathematics education; Anthropology","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":[0.01164455,0.0005340717,0.0004706288,0.001729781,0.01612507,0.01068265,0.002057862,0.008535392,0.02126656],"category_scores_gemma":[0.02480653,0.0003412025,0.0006744157,0.002051479,0.01195158,0.01704149,0.01046925,0.01090666,0.001925287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01244965,"about_ca_system_score_gemma":0.0119721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03538921,"about_ca_topic_score_gemma":0.06122843,"domain_scores_codex":[0.9866622,0.006692268,0.0003191813,0.001356185,0.002849731,0.00212041],"domain_scores_gemma":[0.9889297,0.004050087,0.0009965941,0.0006078037,0.001898167,0.003517599],"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":[0.00006427254,0.00004439241,0.001199468,0.00020175,0.000006651072,0.000524719,0.06564639,0.00005629442,0.00009997537,0.3877014,0.5150309,0.02942383],"study_design_scores_gemma":[0.000006706462,0.00001125068,0.000909401,0.0003009992,0.000002221906,0.0001896918,0.02420418,0.00002680086,0.00004264812,0.01489875,0.9593862,0.00002105557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005434968,0.01860295,0.001031692,0.8380413,0.02084538,0.00002186465,0.00007820951,0.00007448703,0.1158691],"genre_scores_gemma":[0.4234174,0.02878002,0.006533925,0.2882188,0.02711424,0.0003370032,0.0002516395,0.0003582355,0.2249889],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03538921,"threshold_uncertainty_score":0.09032899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.161004814103248,"score_gpt":0.4791473938882625,"score_spread":0.3181425797850145,"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."}}