{"id":"W2967106060","doi":"10.1080/17437199.2019.1652107","title":"Bringing the social context into research using the common sense model","year":2019,"lang":"en","type":"review","venue":"Health Psychology Review","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Common sense; Context (archaeology); Psychology; Adaptation (eye); Perception; Social psychology; Medicine; Epistemology; History; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.04601226,0.0009907391,0.006132166,0.0004213423,0.009855737,0.00003255935,0.001919118,0.001961209,0.0003183957],"category_scores_gemma":[0.0006685475,0.0005640762,0.001023919,0.001850003,0.001053493,0.0001030372,0.0006371016,0.0159188,0.003629538],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334024,"about_ca_system_score_gemma":0.006514991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008549653,"about_ca_topic_score_gemma":0.0003573004,"domain_scores_codex":[0.9401246,0.04913981,0.004769129,0.001681263,0.0008343725,0.003450787],"domain_scores_gemma":[0.9862269,0.006589419,0.002870086,0.003322934,0.0004994102,0.0004913206],"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":[0.0000103477,0.00004439651,0.000004457945,0.1761178,0.00007881702,0.000008436983,0.002960231,3.478908e-7,2.870195e-8,0.002010338,0.1736614,0.6451035],"study_design_scores_gemma":[0.0003497998,0.00008051673,0.00001194989,0.1290705,0.0003293533,0.0001653726,0.0003613697,0.00008961953,8.214427e-10,0.0007165564,0.8684547,0.000370294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006221606,0.8878333,0.0002325423,0.08368579,0.003486519,0.01381478,0.00003748906,0.0001266944,0.01077666],"genre_scores_gemma":[0.00001397885,0.7896663,0.000129509,0.2060594,0.00171278,0.001098742,0.00006313141,0.0002224249,0.001033732],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6947933,"threshold_uncertainty_score":0.9996811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7499341840208646,"score_gpt":0.7348436750410858,"score_spread":0.01509050897977882,"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."}}