{"id":"W1999289324","doi":"10.1080/14888386.2000.9712519","title":"Mining in Madagascar and biodiversity loss: Are there options?","year":2000,"lang":"en","type":"article","venue":"Biodiversity","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Biodiversity; Windsor; Rainforest; Geography; Biodiversity hotspot; Environmental resource management; Littoral zone; Environmental protection; Environmental planning; Ecology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000404743,0.0002141014,0.000268457,0.0009712527,0.001592028,0.003192186,0.0005691937,0.001603961,0.007659438],"category_scores_gemma":[0.001959206,0.0001436794,0.0002318849,0.002277712,0.002614962,0.002518563,0.00172376,0.001066197,0.000177405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719061,"about_ca_system_score_gemma":0.001050902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04130729,"about_ca_topic_score_gemma":0.09177873,"domain_scores_codex":[0.9996256,0.0001314454,0.00001198858,0.00002461962,0.00004219621,0.0001641456],"domain_scores_gemma":[0.9984663,0.0004280115,0.0006241374,0.00002333279,0.0001067396,0.000351506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004908623,0.0002485454,0.6155364,0.001378512,0.0003462846,0.006678332,0.01315284,0.0009816136,0.0004871506,0.05028215,0.03377186,0.2766455],"study_design_scores_gemma":[0.00002207424,0.0001628749,0.8490602,0.001294959,0.0001416335,0.003002445,0.04400187,0.0005944017,0.00009532438,0.02568762,0.0758824,0.00005419245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4934852,0.2163034,0.0001862423,0.2545046,0.0004923678,0.00001345502,0.0003260684,0.00001878829,0.03466994],"genre_scores_gemma":[0.9177812,0.07512893,0.00008821568,0.003994455,0.0005272193,0.00001053616,0.00009339353,0.000003034681,0.00237302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04130729,"threshold_uncertainty_score":0.08213371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163847717873058,"score_gpt":0.182705599768976,"score_spread":0.1663208279816702,"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."}}