{"id":"W2972891229","doi":"","title":"Kaleidoscope of Orientations: a model of professional development for practicing teachers","year":2019,"lang":"en","type":"article","venue":"","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Kaleidoscope; Curriculum; Professional development; Pedagogy; Reflective practice; Faculty development; Sociology; Mathematics education; Psychology; Visual arts; Art","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":[0.005540033,0.0006485698,0.0003004728,0.002391133,0.003932035,0.007405275,0.001439322,0.00174576,0.004878468],"category_scores_gemma":[0.006943825,0.0004677329,0.0008269669,0.001233367,0.02723011,0.00966676,0.0055338,0.004371926,0.001468141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00583508,"about_ca_system_score_gemma":0.006915575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307796,"about_ca_topic_score_gemma":0.003448797,"domain_scores_codex":[0.993695,0.003658911,0.0002975487,0.0007098756,0.001120766,0.0005179162],"domain_scores_gemma":[0.995532,0.001374572,0.0005542082,0.0006729046,0.0008413687,0.001024838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001018359,0.00001901587,0.0005790501,0.00002366608,0.00000294454,0.00009264832,0.00806564,0.0003071474,0.0001580651,0.9818661,0.0004853602,0.008390195],"study_design_scores_gemma":[0.00002813225,0.00004423297,0.0004412515,0.00007050722,0.000006081178,0.0002249944,0.003413093,0.002112318,0.0001616921,0.9489713,0.04450849,0.00001796918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0385483,0.0007182257,0.3801117,0.01367203,0.0003540558,0.0003527337,0.00007672864,0.0002146296,0.5659516],"genre_scores_gemma":[0.788355,0.0007386768,0.1819401,0.001042164,0.000122111,0.0007169552,0.00006124433,0.0001041937,0.02691964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007405275,"threshold_uncertainty_score":0.0423367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341182697037212,"score_gpt":0.4759485749939661,"score_spread":0.3418303052902449,"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."}}