{"id":"W2462080411","doi":"10.1111/cobi.12761","title":"Preaching for the Planet or Just Spinning Our Wheels","year":2016,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planet; Spinning; Astrobiology; Astronomy; Physics; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002666795,0.00009758013,0.0001420137,0.00006848926,0.0009713994,0.00005049834,0.0002931665,0.0001388454,0.0000810184],"category_scores_gemma":[0.003837916,0.00005149598,0.00003010606,0.0001882062,0.0002095846,0.0001782973,0.00003600307,0.00007288282,0.00001630037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453755,"about_ca_system_score_gemma":0.0003626375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004252261,"about_ca_topic_score_gemma":0.005593647,"domain_scores_codex":[0.9986166,0.0004198854,0.0003270062,0.0002264224,0.00009874441,0.0003113097],"domain_scores_gemma":[0.9978092,0.001383896,0.0002136717,0.0002171997,0.0003454702,0.0000306027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000115844,0.00002776511,0.2148374,0.00005135405,0.00004899091,7.115739e-7,0.01044201,0.000007133518,0.001532609,0.7221744,0.03493875,0.01582301],"study_design_scores_gemma":[0.0006144116,0.000106418,0.02881952,0.00002807689,0.00001570629,0.000002262248,0.01268847,0.0001894033,0.00004936893,0.01062298,0.9466808,0.000182605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5766297,0.0002423608,0.1182815,0.2881541,0.004907,0.004665661,0.0001579243,0.0005413303,0.006420369],"genre_scores_gemma":[0.9934934,0.000009094172,0.0002656936,0.001423506,0.000838595,0.0001529541,0.00004715487,0.00001009765,0.003759474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.911742,"threshold_uncertainty_score":0.7471317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157611338623697,"score_gpt":0.4158954380761845,"score_spread":0.3001343042138149,"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."}}