{"id":"W4392721183","doi":"10.22318/icls2023.101745","title":"A Community of Practice to Bridge Research and Practice in Science Education","year":2023,"lang":"en","type":"article","venue":"Proceedings.","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dawson College; Cégep André Laurendeau; Vanier College; John Abbott College","funders":"","keywords":"Bridging (networking); Bridge (graph theory); Community of practice; Linkage (software); Knowledge management; Curriculum; Engineering ethics; Computer science; Knowledge sharing; Public relations; Sociology; Political science; Pedagogy; Engineering","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":[0.08677943,0.001064563,0.001117469,0.009936263,0.01453708,0.01859267,0.005272609,0.008686241,0.01785971],"category_scores_gemma":[0.1031667,0.001269677,0.001597797,0.003958527,0.02600835,0.01587713,0.03946621,0.007741759,0.003900226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00693668,"about_ca_system_score_gemma":0.03647365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054578,"about_ca_topic_score_gemma":0.00434346,"domain_scores_codex":[0.8741807,0.1010592,0.003335309,0.008167826,0.009815824,0.003441176],"domain_scores_gemma":[0.8331648,0.07998095,0.00879327,0.03016114,0.0174691,0.03043076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000197627,0.001827491,0.007002984,0.002012968,0.0002017593,0.001714709,0.1823009,0.001343709,0.003734503,0.3480258,0.05094302,0.4006944],"study_design_scores_gemma":[0.0003418771,0.0007017527,0.0029705,0.004078408,0.0000873424,0.001175931,0.0718888,0.002837088,0.0008958741,0.2384363,0.6764235,0.0001625418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06408925,0.007782959,0.5530431,0.1460512,0.008093877,0.008012427,0.0002367437,0.002729774,0.2099606],"genre_scores_gemma":[0.3742341,0.002553711,0.5753725,0.01175545,0.001236992,0.00760597,0.0002361312,0.0006605173,0.02634451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08677943,"threshold_uncertainty_score":0.458939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3083114206813643,"score_gpt":0.6015910670647621,"score_spread":0.2932796463833978,"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."}}