{"id":"W770795047","doi":"10.5840/envirophil20052114","title":"Can We Afford the Tough Love of Liberals?","year":2005,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Applied philosophy; General interest; Contemporary philosophy; Philosophy; Psychoanalysis; Psychology; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003038592,0.0001345301,0.0001522364,0.00002792281,0.0002799712,0.00002000035,0.0003974623,0.000132025,0.0009836012],"category_scores_gemma":[0.00004027028,0.0001050532,0.0001329426,0.00009125788,0.001537441,0.0001884607,0.00009791645,0.0002844832,0.0005805509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149187,"about_ca_system_score_gemma":0.00003602653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511904,"about_ca_topic_score_gemma":0.00006404117,"domain_scores_codex":[0.9985403,0.0001525097,0.0002324828,0.0001966196,0.0005167716,0.000361271],"domain_scores_gemma":[0.9992725,0.0001976504,0.0000815917,0.0002756291,0.000004411502,0.0001682773],"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":[0.00002560165,0.0002422781,0.0002875958,0.000009969134,0.00003313632,0.000002740222,0.01526506,0.00004031233,0.0005282437,0.9792291,0.001033011,0.003302966],"study_design_scores_gemma":[0.0001960148,0.00006760511,0.0003802402,0.00001604458,0.00002044458,9.695666e-7,0.0008928183,0.000008803961,0.001521892,0.8499008,0.1468312,0.0001631691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08480494,0.0005585557,0.000006841913,0.3516923,0.0001961815,0.0002631574,0.00008544159,0.00003188829,0.5623607],"genre_scores_gemma":[0.9920745,0.0003525562,0.000130176,0.003724652,0.001613038,0.00000453724,0.000005232136,0.00001468599,0.002080651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9072695,"threshold_uncertainty_score":0.9999296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331668907457655,"score_gpt":0.2767260731561073,"score_spread":0.2435591824103418,"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."}}