{"id":"W2048493925","doi":"10.1007/bf02461653","title":"Autobiography and the paradox of change: (Dis)locating ourselves in the process","year":2000,"lang":"en","type":"article","venue":"Research in Science Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Cognitive reframing; Dilemma; Institution; Sociology; Epistemology; Science education; Salient; Situated cognition; Power (physics); Situated; Field (mathematics); Higher education; Pedagogy; Psychology; Social science; Political science; Social psychology; Law; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.03790989,0.0000482637,0.00007889211,0.0006174484,0.0003029601,0.00006148575,0.000520512,0.00002879597,0.000060661],"category_scores_gemma":[0.0008492734,0.00002708486,0.00001174265,0.00511832,0.001932229,0.0001545332,0.00001727471,0.0005469799,0.00000560146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002608854,"about_ca_system_score_gemma":0.0003409488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596518,"about_ca_topic_score_gemma":0.00002510826,"domain_scores_codex":[0.9962103,0.002599388,0.0001689103,0.0002367391,0.000463461,0.0003211788],"domain_scores_gemma":[0.9986026,0.000912749,0.0000482362,0.0002682877,0.0001471818,0.00002089703],"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":[0.000050699,0.0002391466,0.1129607,0.00001924589,0.000001683619,3.063246e-7,0.2605205,0.000008005748,0.0001512977,0.03099136,0.0001410915,0.5949159],"study_design_scores_gemma":[0.0002487828,0.00005276026,0.9324325,0.00008674384,9.083477e-7,0.000004987573,0.05777483,0.0002462909,0.00004651956,0.008219796,0.0008403453,0.00004556267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709149,0.0004526654,0.00001433878,0.007321597,0.0001181972,0.0003904082,2.623896e-7,0.000005280871,0.02078236],"genre_scores_gemma":[0.9990375,0.00002002698,0.0003192363,0.0001212242,0.00008943091,0.0002060934,7.125224e-7,0.000003023911,0.0002027351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8194717,"threshold_uncertainty_score":0.9906743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2937822900389465,"score_gpt":0.5885363884268978,"score_spread":0.2947540983879514,"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."}}