{"id":"W2177074801","doi":"10.29173/cmplct24198","title":"Getting Out of the Way: Learning, Risk, and Choice","year":2015,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Coursework; Context (archaeology); Professional development; Agency (philosophy); Pedagogy; Conversation; Professional learning community; Psychology; Mathematics education; Teacher education; Sociology; Social psychology","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":[0.01810787,0.0008783411,0.0006901941,0.001017636,0.005453468,0.01440345,0.001757044,0.002706666,0.002870612],"category_scores_gemma":[0.03129173,0.0005909855,0.0008255191,0.0006552762,0.01634618,0.007661762,0.01105309,0.00405382,0.0003833477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313009,"about_ca_system_score_gemma":0.003639613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525935,"about_ca_topic_score_gemma":0.002508091,"domain_scores_codex":[0.9693058,0.0225557,0.0006367349,0.001892305,0.004108614,0.00150086],"domain_scores_gemma":[0.9656008,0.02377129,0.003945501,0.002093,0.000970577,0.003618869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008008696,0.004985931,0.1346308,0.0005019238,0.0001693097,0.001180917,0.5912763,0.005345963,0.006799171,0.09677017,0.002872587,0.154666],"study_design_scores_gemma":[0.0005964717,0.0047331,0.1072357,0.0011479,0.0002988907,0.002262222,0.465376,0.022117,0.01155872,0.3191929,0.06451891,0.0009621526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640508,0.0002948653,0.01012984,0.003471365,0.0000350754,0.000218459,0.00002174709,0.00005373364,0.02172414],"genre_scores_gemma":[0.993175,0.0001808689,0.00482474,0.0002450183,0.000007759075,0.0001426279,0.000008537815,0.00001060409,0.001404855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01810787,"threshold_uncertainty_score":0.0957647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09708879839382543,"score_gpt":0.3954384920284231,"score_spread":0.2983496936345976,"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."}}