{"id":"W4233371557","doi":"10.1111/j.1523-1739.2004.1852_3.x","title":"Points of View","year":2004,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000272378,0.0000783613,0.0001272706,0.00003980111,0.00005725841,0.000003445738,0.0001496458,0.00009438725,0.001999403],"category_scores_gemma":[0.0003126572,0.00007854488,0.0000299361,0.0002774558,0.0002767132,0.0001188033,0.00006024106,0.00005369647,0.0005189562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236689,"about_ca_system_score_gemma":0.00006402322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006131583,"about_ca_topic_score_gemma":0.0008438278,"domain_scores_codex":[0.9992408,0.00007038882,0.0002903995,0.000200652,0.00005824405,0.0001395775],"domain_scores_gemma":[0.9994478,0.0001020075,0.0001682272,0.0002117266,0.00003202979,0.00003824613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006979003,0.00006304291,0.9783716,0.000004735014,0.000005638859,1.721079e-7,0.0001191592,0.00004676118,0.01046008,0.006956691,0.002403295,0.00156181],"study_design_scores_gemma":[0.0003298821,0.00006015966,0.9364727,0.000006596976,0.000006120667,0.000003239718,0.00003235173,0.00004136081,0.001701912,0.02112472,0.04013936,0.00008158939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730658,0.00003251214,0.001871528,0.02276784,0.0003049523,0.0001818791,0.000004139898,0.00003234026,0.00173901],"genre_scores_gemma":[0.9900398,0.00002709269,0.004792426,0.004906242,0.00002886792,0.00002662716,0.00003903267,0.000006352011,0.0001335796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04189894,"threshold_uncertainty_score":0.9989129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219148847224254,"score_gpt":0.2726376674191183,"score_spread":0.2504461789468758,"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."}}