{"id":"W4285123483","doi":"10.5840/envirophil2022531115","title":"The Lesser Number: On Action and Geoengineering","year":2022,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Epistemology; Value (mathematics); Process (computing); Environmental ethics; Geoengineering; Political science; Sociology; Management science; Economics; Computer science; Philosophy; Climate change; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876393,0.0006949572,0.000598178,0.001312875,0.003086069,0.006794725,0.001011408,0.005089375,0.05101551],"category_scores_gemma":[0.006006035,0.000174646,0.0002864785,0.001219136,0.01248307,0.01528591,0.004069167,0.005676522,0.008654412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00291171,"about_ca_system_score_gemma":0.001612224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089549,"about_ca_topic_score_gemma":0.003123609,"domain_scores_codex":[0.9978219,0.001074337,0.00006750917,0.0004187792,0.000452932,0.0001644534],"domain_scores_gemma":[0.9951414,0.00317124,0.0002172502,0.0005218423,0.000529186,0.0004190664],"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":[0.00003953193,0.00001269097,0.0002016843,0.0001393289,0.0000045683,0.0000498116,0.001160422,0.00009020523,0.0001239827,0.850358,0.117553,0.0302669],"study_design_scores_gemma":[0.000008198747,0.00001737033,0.0003880647,0.0002871597,0.000006003506,0.0001081822,0.001123764,0.0001551714,0.0001072355,0.2290214,0.7687648,0.00001269726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004302021,0.07192596,0.005215098,0.354048,0.01496155,0.00001544494,0.0001497316,0.0000852756,0.5492969],"genre_scores_gemma":[0.2886695,0.08419412,0.004303075,0.1136679,0.03031165,0.0001387667,0.0002360749,0.0003564672,0.4781224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05101551,"threshold_uncertainty_score":0.1706639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800149983729653,"score_gpt":0.2805682231325781,"score_spread":0.2625667232952815,"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."}}