{"id":"W2487799718","doi":"10.1057/9780230242210_6","title":"Microontologies of Environment","year":2009,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Environmentalism; Sociology; Invocation; KISS (TNC); Politeness; Epistemology; Scientific theory; Social theory; Social science; Philosophy; Politics; Law; Political science; Anthropology","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":[0.0007500605,0.000436484,0.0002946305,0.001278703,0.002727608,0.004366746,0.0005838892,0.001522324,0.01070803],"category_scores_gemma":[0.001146009,0.0001921722,0.0002195963,0.001385585,0.01354354,0.006040186,0.002931107,0.003780559,0.001674291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004559644,"about_ca_system_score_gemma":0.002060213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004784559,"about_ca_topic_score_gemma":0.01250548,"domain_scores_codex":[0.9993394,0.0003261841,0.00001843562,0.0001243307,0.0001330691,0.00005847763],"domain_scores_gemma":[0.9995905,0.0002091178,0.00002663525,0.00006966143,0.00006001338,0.00004403168],"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":[0.000001095753,0.00000199799,0.0000375072,0.00001842826,7.612267e-7,0.00001473237,0.001285706,0.00003377108,0.00003073798,0.9798323,0.01347533,0.005267744],"study_design_scores_gemma":[0.000001241855,0.000002536046,0.0001792768,0.0001205305,0.000001116012,0.00005234007,0.0008520484,0.00006483285,0.00003471748,0.2506678,0.7480208,0.000002845985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002168796,0.05456674,0.005442488,0.03097804,0.002697266,0.00001800791,0.00007844121,0.00006492731,0.9039851],"genre_scores_gemma":[0.325417,0.06165029,0.007690428,0.02473187,0.003813497,0.0002493203,0.0001891695,0.0003552274,0.5759033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01070803,"threshold_uncertainty_score":0.03582191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730676053538934,"score_gpt":0.1897531700212378,"score_spread":0.1724464094858485,"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."}}