{"id":"W4413590168","doi":"10.1515/9783110780062-003","title":"55Introduction: Reflections on Alain Touwaide","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Geology","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":[0.004446686,0.001022483,0.0008391021,0.001772581,0.01313069,0.008547482,0.002750166,0.01565329,0.04090196],"category_scores_gemma":[0.01045366,0.0004557731,0.0005837281,0.002015925,0.01182277,0.01301475,0.006332945,0.01689218,0.007324019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137637,"about_ca_system_score_gemma":0.007385403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04995066,"about_ca_topic_score_gemma":0.09151371,"domain_scores_codex":[0.9968786,0.001391351,0.0000822084,0.0004355843,0.0007288044,0.0004834329],"domain_scores_gemma":[0.9955696,0.003065979,0.000111863,0.0001488601,0.0008795435,0.000224033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001287471,0.00002206459,0.00004485202,0.00009986869,0.000002285413,0.00007565708,0.004606735,0.00003205784,0.00007307609,0.3702772,0.6176354,0.007117969],"study_design_scores_gemma":[0.000005407474,0.000003907373,0.0001085704,0.0002119464,0.000003653228,0.00003505716,0.002224888,0.00002643141,0.00007115774,0.02664832,0.9706514,0.000009318149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001371033,0.03200154,0.001801456,0.5713159,0.03439266,0.00007999461,0.0001283679,0.00006085733,0.3588481],"genre_scores_gemma":[0.03493351,0.0164621,0.002163483,0.2981477,0.01330129,0.0003339051,0.00008086038,0.0003171539,0.6342601],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04995066,"threshold_uncertainty_score":0.1368307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08036657833666769,"score_gpt":0.3793754975399456,"score_spread":0.299008919203278,"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."}}