{"id":"W4313004917","doi":"10.47605/tapro.v5i1.103","title":"A note on bird–habitat relationship in Kirala Kele, Sri Lanka","year":2013,"lang":"en","type":"article","venue":"TAPROBANICA The Journal of Asian Biodiversity","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; North Dakota State University","keywords":"Habitat; Marsh; Threatened species; Wetland; Geography; Biodiversity; Ecology; Sri lanka; Habitat fragmentation; Abundance (ecology); Vegetation (pathology); Fragmentation (computing); Waterfowl; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005838281,0.0001153317,0.0001709893,0.00007259135,0.0003989243,0.00001640352,0.0004958768,0.00009971256,0.0007366415],"category_scores_gemma":[0.0001383152,0.00007646153,0.00009370127,0.0002542424,0.0003455055,0.0002390602,0.0002849378,0.0004366817,0.004376563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103145,"about_ca_system_score_gemma":0.00001152948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000289339,"about_ca_topic_score_gemma":0.0009678141,"domain_scores_codex":[0.9989967,0.0001951977,0.0002105402,0.0001225321,0.0002483826,0.0002266722],"domain_scores_gemma":[0.9992931,0.0002074821,0.0002308944,0.0001653438,0.00002409873,0.00007901622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008513257,0.00008516902,0.9612683,0.000002455588,0.00001806071,0.00001927586,0.00244275,0.00005374006,0.0001071998,0.00001880152,0.03550174,0.0003974003],"study_design_scores_gemma":[0.0005097309,0.0002753011,0.9949243,0.00001162292,0.00003686858,0.00001987191,0.00165401,0.000005702633,0.00006602877,0.0005029474,0.001896307,0.00009729612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791968,0.00003019296,0.00000570655,0.01301784,0.0001270315,0.0001792767,0.000007419922,0.0000148723,0.007420875],"genre_scores_gemma":[0.9986249,0.00005986324,0.0003952455,0.0008219357,0.0000197766,4.317845e-7,5.195676e-7,0.000001825846,0.000075474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03365603,"threshold_uncertainty_score":0.9963986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632712057839052,"score_gpt":0.2049757399686219,"score_spread":0.1886486193902314,"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."}}