{"id":"W6940003643","doi":"10.71842/fekk-x338","title":"Project FeederWatch (Canada)","year":2019,"lang":"en","type":"dataset","venue":"BirdsCanada_Repo","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Focus (optics); Product (mathematics); Relation (database)","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":[0.00009683893,0.0003255687,0.0003670442,0.00002269786,0.0002002925,0.0001033575,0.0005325587,0.0002659511,0.01377071],"category_scores_gemma":[0.0001314062,0.0001230472,0.0001263748,0.0002951722,0.000004377481,0.00005327291,0.00009926597,0.0004206806,0.0005036812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786091,"about_ca_system_score_gemma":0.0007124328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982372,"about_ca_topic_score_gemma":0.9903156,"domain_scores_codex":[0.9980328,0.00006961856,0.0003179333,0.0004784833,0.000665727,0.0004354441],"domain_scores_gemma":[0.998448,0.0009376212,0.0002095332,0.0001901653,0.00008115378,0.0001335687],"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":[0.00001558696,0.00002279801,0.0001079516,0.00002970525,0.00003317932,0.00008452508,5.952793e-7,0.000001699283,0.000330788,0.000004692351,0.998453,0.0009155365],"study_design_scores_gemma":[0.0000167396,0.00006595824,0.0001032468,0.00005846066,0.00003510562,0.0001478719,0.00002929622,0.00001199026,0.00003355233,0.000005352563,0.9991248,0.000367608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004283407,0.0002741126,8.396294e-8,0.0006781998,0.001967954,0.0004159478,0.9931376,0.00003197496,0.003065765],"genre_scores_gemma":[0.0002151312,0.0006223498,0.000005502397,0.0009573814,0.0006417161,0.0000299747,0.9942477,0.000001718825,0.003278487],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01326703,"threshold_uncertainty_score":0.9871308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685880374181363,"score_gpt":0.2152068557958254,"score_spread":0.1983480520540117,"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."}}