{"id":"W7017120687","doi":"","title":"Achieving Learning Regulation Support: How a Socially Shared Approach Fits, Functions, and Thrives","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Objectivity (philosophy); Qualitative research; Higher education; Christian ministry; Coding (social sciences); Professional learning community; Social learning; Teaching method","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03444619,0.0005844535,0.000784836,0.002471285,0.01842,0.01864432,0.003646048,0.002663911,0.001472229],"category_scores_gemma":[0.03208006,0.0007946115,0.0006742072,0.002659659,0.05037696,0.0115405,0.01893327,0.004177453,0.0001781143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04371545,"about_ca_system_score_gemma":0.06494718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2579294,"about_ca_topic_score_gemma":0.3815815,"domain_scores_codex":[0.9411457,0.03880082,0.001831575,0.003662513,0.009307439,0.005252035],"domain_scores_gemma":[0.9750757,0.01210423,0.003139882,0.002508508,0.003878048,0.003293604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001942919,0.00004403947,0.01374182,0.0002066774,0.00002822539,0.0001872751,0.9430161,0.00009785598,0.0004319169,0.02222175,0.0007449195,0.01926006],"study_design_scores_gemma":[0.00001743685,0.00008670856,0.01965036,0.0005857217,0.00004427846,0.0001335605,0.9255767,0.0003334617,0.0005541175,0.009068307,0.04388287,0.00006648836],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663377,0.002741653,0.01330321,0.02514919,0.0001697948,0.000293969,0.00005252553,0.0001204949,0.09183158],"genre_scores_gemma":[0.9957111,0.000512176,0.001582085,0.0005509131,0.000009655663,0.0000800241,0.00001425476,0.00002063807,0.001519185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2579294,"threshold_uncertainty_score":0.5128561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205555437332633,"score_gpt":0.3114076285091079,"score_spread":0.2893520741357815,"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."}}