{"id":"W7036318032","doi":"","title":"Bird Sightings: September-october 1998 Summary","year":2023,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Selection (genetic algorithm); Natural (archaeology); Population; Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001829794,0.0005772744,0.0002651345,0.00120016,0.0004621628,0.0005589533,0.0003549067,0.0003640928,0.05159773],"category_scores_gemma":[0.0003364941,0.0001287915,0.0001497186,0.0006327598,0.00007308926,0.0003553466,0.0003845659,0.0003658466,0.02446068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633377,"about_ca_system_score_gemma":0.000152363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007575822,"about_ca_topic_score_gemma":0.03284272,"domain_scores_codex":[0.9998605,0.000006289209,0.00001432932,0.00003981784,0.00005271226,0.00002637638],"domain_scores_gemma":[0.9996809,0.0000173236,0.00006836162,0.00001776541,0.0001333867,0.00008225784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007929748,0.0001973175,0.1345685,0.0005413356,0.00005586138,0.0005974969,0.0004922395,0.0002917595,0.002775267,0.000302267,0.7178424,0.1415426],"study_design_scores_gemma":[0.00005279492,0.0001710373,0.5991585,0.0001879717,0.00002131469,0.0001452425,0.0003698528,0.0003720507,0.0006584877,0.0001201206,0.398727,0.0000155817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2204721,0.002541701,0.001361296,0.001003464,0.003054965,0.0006738871,0.4324746,0.002351878,0.336066],"genre_scores_gemma":[0.3662632,0.002057737,0.003495795,0.0009677772,0.001541334,0.0004996749,0.3739915,0.0004128088,0.2507702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05159773,"threshold_uncertainty_score":0.1726116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743185265578845,"score_gpt":0.1750958030302286,"score_spread":0.1576639503744402,"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."}}