{"id":"W2947734594","doi":"10.4018/978-1-5225-7302-9.ch005","title":"Biological Conservation","year":2019,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Action (physics); Context (archaeology); Biodiversity; Possession (linguistics); Biodiversity conservation; Environmental planning; Business; Environmental resource management; Geography; Ecology; Biology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002311054,0.0004475115,0.0004552693,0.00008373978,0.0001996226,0.00008358498,0.0003164376,0.0005193096,0.002423784],"category_scores_gemma":[0.001692721,0.0003984676,0.00009914702,0.000135176,0.002240339,0.0006864585,0.0005038039,0.0007933449,0.0001980961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766707,"about_ca_system_score_gemma":0.0003240946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003077337,"about_ca_topic_score_gemma":0.00004582756,"domain_scores_codex":[0.99678,0.0002570041,0.0006870181,0.001210717,0.0005195455,0.0005456529],"domain_scores_gemma":[0.9980922,0.0004910716,0.0004371192,0.0007234275,0.00009705669,0.00015911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002274479,0.0006314591,0.9192301,0.0003326153,0.00001182665,0.00003397188,0.001174684,0.00001618888,0.000002323271,0.04240907,0.000748525,0.03518181],"study_design_scores_gemma":[0.0003898365,0.0003475728,0.3359264,0.00002542623,0.00003534824,0.00002299642,0.002470628,0.0001208106,0.000004675594,0.08186232,0.5781741,0.000619908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2203707,0.002746184,0.00003859843,0.01943582,0.0003915718,0.006195413,0.00002241964,0.0001377174,0.7506616],"genre_scores_gemma":[0.8674442,0.0008261103,0.0008345433,0.001469773,0.00006291596,0.0002342207,0.00007069894,0.00005671007,0.1290009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6470735,"threshold_uncertainty_score":0.9998467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585197680217636,"score_gpt":0.2932486944714358,"score_spread":0.2773967176692594,"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."}}