{"id":"W3210690908","doi":"10.5539/jel.v10n6p68","title":"A Model of Online Teacher Professional Development in Chemical Subject of Middle School","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; The Internet; Psychology; Mathematics education; Pedagogy; Action research; Faculty development; Subject (documents); Medical education; Medicine; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002172367,0.0005424799,0.0002013538,0.001668699,0.002415004,0.003431772,0.001503735,0.001940146,0.0200172],"category_scores_gemma":[0.004757055,0.0003751186,0.0007129048,0.0009602376,0.002886378,0.004535783,0.001886125,0.001292892,0.003277221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005462836,"about_ca_system_score_gemma":0.00580546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141364,"about_ca_topic_score_gemma":0.008942987,"domain_scores_codex":[0.9979039,0.00118075,0.00007186329,0.0003155523,0.0002782181,0.0002496748],"domain_scores_gemma":[0.9954124,0.002241696,0.0004235655,0.000242217,0.0008154058,0.0008645904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002208162,0.001770314,0.0333823,0.0003320203,0.00004159952,0.001638247,0.05678376,0.02119176,0.00255123,0.8081686,0.007831126,0.06608821],"study_design_scores_gemma":[0.0004312209,0.001289291,0.03727283,0.0007395871,0.0001406953,0.002408883,0.05668531,0.3638548,0.002319927,0.4159165,0.1187637,0.0001772631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2673104,0.0005205456,0.1973609,0.01316498,0.0001631472,0.0009634477,0.0004359999,0.0005850018,0.5194956],"genre_scores_gemma":[0.929365,0.0002898989,0.04316115,0.0002477276,0.00001881214,0.0007134061,0.0001416288,0.00003979568,0.02602271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0200172,"threshold_uncertainty_score":0.06696421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05827275651521061,"score_gpt":0.3796307739296456,"score_spread":0.321358017414435,"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."}}