{"id":"W4317803613","doi":"10.1080/24694452.2022.2151406","title":"A Pedagogy of Unbecoming for Geoscience Otherwise","year":2023,"lang":"en","type":"article","venue":"Annals of the American Association of Geographers","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Discipline; Sociology; Politics; Flourishing; Embodied cognition; Epistemology; Posthuman; Environmental ethics; Pedagogy; Engineering ethics; Political science; Social science; Psychology; Law; Philosophy; Engineering; Social psychology","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":[0.005226734,0.000527757,0.0003976769,0.001067517,0.008206789,0.005370838,0.001222108,0.003162437,0.007320162],"category_scores_gemma":[0.009412314,0.0002505384,0.0003946241,0.00070826,0.01632966,0.009336433,0.01071514,0.006261752,0.001177976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003135869,"about_ca_system_score_gemma":0.01054241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198498,"about_ca_topic_score_gemma":0.007678628,"domain_scores_codex":[0.9949642,0.003215444,0.0001220321,0.000432793,0.0007152859,0.0005502115],"domain_scores_gemma":[0.9953192,0.00237685,0.000386899,0.0006229007,0.0004460179,0.0008481381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001447037,0.0002950357,0.001296655,0.000146708,0.000002495594,0.0002762526,0.1679358,0.0003364937,0.00157117,0.7428975,0.01476099,0.07046641],"study_design_scores_gemma":[0.00001997313,0.0001144896,0.0009545942,0.0006025398,0.000006917243,0.0003604919,0.08687188,0.001032298,0.001362865,0.3169252,0.5917178,0.0000309218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1435796,0.001537998,0.234964,0.06844019,0.001712914,0.0008542591,0.00005239393,0.001152449,0.5477062],"genre_scores_gemma":[0.8320793,0.001070735,0.09840456,0.009633876,0.0001959673,0.0008558204,0.00004337407,0.0002637331,0.05745267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008206789,"threshold_uncertainty_score":0.02764195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06622558598908118,"score_gpt":0.4414200027836767,"score_spread":0.3751944167945955,"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."}}