{"id":"W2527367158","doi":"10.6084/m9.figshare.3971721.v2","title":"Lab 3. Bird sighting dataset","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006404653,0.001161917,0.0009326986,0.001396224,0.0005019078,0.001078995,0.00147787,0.000976382,0.09687959],"category_scores_gemma":[0.00362558,0.0003517213,0.000691166,0.001776187,0.0001684919,0.001054189,0.001227145,0.00100055,0.08745159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006482682,"about_ca_system_score_gemma":0.0008355165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552488,"about_ca_topic_score_gemma":0.03706627,"domain_scores_codex":[0.999395,0.0000836284,0.00007826227,0.0002445604,0.0001179912,0.00008054216],"domain_scores_gemma":[0.9983764,0.0003492983,0.0001692022,0.0003775379,0.000514426,0.0002131716],"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":[0.0001164154,0.00004910422,0.005930637,0.0004691477,0.00003227848,0.00003297163,0.00004652372,0.0003615062,0.0002903703,0.0003032209,0.9837367,0.008631083],"study_design_scores_gemma":[0.0003897097,0.0001076121,0.04113537,0.0003655691,0.00005486725,0.0001274948,0.0003175326,0.003793701,0.0008807191,0.00209228,0.9506522,0.00008294802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006427753,0.00002885164,0.0002583379,0.00005417862,0.00002823452,0.00005497274,0.997066,0.0008192552,0.001047507],"genre_scores_gemma":[0.001934666,0.00002584731,0.001294398,0.0001199268,0.00001600988,0.0003599077,0.9947959,0.000130765,0.001322583],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09687959,"threshold_uncertainty_score":0.3240945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06029081191660217,"score_gpt":0.2622892289009803,"score_spread":0.2019984169843781,"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."}}