{"id":"W1971056750","doi":"10.1007/s11409-011-9077-5","title":"Supporting collaboration with technology: does shared cognition lead to co-regulation in medicine?","year":2011,"lang":"en","type":"article","venue":"Metacognition and Learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Cognition; Metacognition; Psychology; Lead (geology); Neuroscience; Biology","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":[0.004191829,0.0002634954,0.0003565243,0.0006426151,0.0008282082,0.004235169,0.0008249753,0.001929198,0.002176038],"category_scores_gemma":[0.02929793,0.0002953297,0.0004762332,0.0004048495,0.002195874,0.002658136,0.003278404,0.00129972,0.0002467988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007227423,"about_ca_system_score_gemma":0.001469515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000662128,"about_ca_topic_score_gemma":0.0005766725,"domain_scores_codex":[0.9950257,0.002978489,0.0001790337,0.0005986157,0.0007534263,0.0004647024],"domain_scores_gemma":[0.9747007,0.0160502,0.003735748,0.002895211,0.0009706492,0.001647448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003088182,0.003816501,0.2187448,0.001171758,0.0008776383,0.001321176,0.08457619,0.004778803,0.05474047,0.05943574,0.002732812,0.564716],"study_design_scores_gemma":[0.00105879,0.004041472,0.5776798,0.001303392,0.001292194,0.002663249,0.04155832,0.03108404,0.05054695,0.2675411,0.02086879,0.0003619392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976822,0.0007616021,0.009618693,0.001996876,0.00006537115,0.00002602503,0.0000140578,0.00003798312,0.01065743],"genre_scores_gemma":[0.9974971,0.0001311516,0.001954168,0.00008815464,0.00001726829,0.00002231238,0.000007012671,0.000008230323,0.0002745838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004235169,"threshold_uncertainty_score":0.02216876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111102779936895,"score_gpt":0.4043286265249417,"score_spread":0.3432175987255728,"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."}}