{"id":"W3173205523","doi":"10.1080/00330124.2021.1915812","title":"Climate Change and Social (Academic) Justice: Toward a Shift in the Production and Dissemination of Geographic Knowledge","year":2021,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Knowledge production; Climate change; Production (economics); Climate justice; Geography; Social justice; Sociology; Economic geography; Political science; Social science; Knowledge management; Ecology; Computer science; Biology; Economics","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01406433,0.0002061314,0.0004047193,0.003011924,0.0104348,0.01976868,0.001391824,0.009243824,0.002802923],"category_scores_gemma":[0.01931797,0.0002298716,0.0004289859,0.003422657,0.07918549,0.01474743,0.009099863,0.008882246,0.0005525076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009378754,"about_ca_system_score_gemma":0.01757328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686662,"about_ca_topic_score_gemma":0.02398859,"domain_scores_codex":[0.9864022,0.009380973,0.0003033,0.0008809809,0.00172084,0.001311757],"domain_scores_gemma":[0.9795023,0.01272337,0.001620374,0.001350303,0.002332981,0.002470724],"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":[0.000007571191,0.0000195755,0.0007193143,0.00003659466,0.000006023209,0.00004455615,0.02023805,0.0001450865,0.00006594268,0.9462056,0.0224907,0.01002101],"study_design_scores_gemma":[0.00001760919,0.00001479915,0.0008961326,0.0001039679,0.000005115455,0.00004503011,0.01795831,0.0002714045,0.0001727928,0.7804191,0.2000767,0.00001899383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01120691,0.003587288,0.004011448,0.9142562,0.0008080429,0.00001028109,0.00001534882,0.00003263339,0.0660718],"genre_scores_gemma":[0.8468485,0.005666847,0.005652261,0.1277413,0.002835886,0.0000467035,0.00002794677,0.00006795286,0.01111272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986082,"threshold_uncertainty_score":0.07438016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.050101412721732,"score_gpt":0.3611089939000293,"score_spread":0.3110075811782972,"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."}}