{"id":"W1766886088","doi":"10.22230/jem.2012v13n1a199","title":"Putting Knowledge to Work: The Fisher Habitat Extension Initiative","year":2012,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Louisiana-Pacific (Canada); BC Hydro (Canada)","funders":"","keywords":"Extension (predicate logic); Work (physics); Habitat; Environmental resource management; Geography; Environmental planning; Ecology; Computer science; Engineering; Environmental science; Biology","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":[0.0277809,0.0006470491,0.0005102227,0.002055046,0.01087418,0.01404562,0.00356,0.01678144,0.03859698],"category_scores_gemma":[0.03556569,0.0005809776,0.0006721491,0.001334787,0.006882637,0.01246571,0.02399332,0.0112201,0.008037201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006265795,"about_ca_system_score_gemma":0.1067171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03207355,"about_ca_topic_score_gemma":0.08217178,"domain_scores_codex":[0.9859586,0.002912516,0.0006034851,0.001107599,0.004878449,0.004539455],"domain_scores_gemma":[0.923375,0.0104223,0.002051912,0.002393609,0.008202611,0.05355458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003274073,0.0001922713,0.001568878,0.00014292,0.00001074205,0.00029918,0.00198098,0.00004381253,0.0002203065,0.01338358,0.8669003,0.1152243],"study_design_scores_gemma":[0.00003270025,0.00007145866,0.002668478,0.0005449593,0.00001176043,0.00007967831,0.005158535,0.00006834844,0.0001978105,0.01018578,0.980953,0.00002755145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002611951,0.002843393,0.0006697171,0.9195231,0.006690593,0.0001055236,0.0002409656,0.0001926986,0.06712206],"genre_scores_gemma":[0.08632229,0.01070557,0.01107499,0.6183863,0.006016322,0.0005296305,0.001995082,0.0003899635,0.2645798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03859698,"threshold_uncertainty_score":0.1469212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06340832322867836,"score_gpt":0.2673707489374094,"score_spread":0.2039624257087311,"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."}}