{"id":"W6976749188","doi":"10.6084/m9.figshare.1196987.v1","title":"Surveying Different Insects Using Pan Traps","year":2014,"lang":"en","type":"dataset","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); White (mutation); Water pipe","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":[0.0003062731,0.0001841713,0.0002668667,0.0001449514,0.0004563955,0.0001787221,0.0006539968,0.0004896977,0.08492732],"category_scores_gemma":[0.007429954,0.0001672833,0.00008911412,0.0002288234,0.00003137541,0.00006639359,0.0001291847,0.0003924826,0.0004628874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178271,"about_ca_system_score_gemma":0.0002512527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491812,"about_ca_topic_score_gemma":0.002999396,"domain_scores_codex":[0.9984165,0.0004893158,0.0001782457,0.0002878406,0.0003088787,0.0003192377],"domain_scores_gemma":[0.9986004,0.0005941655,0.0002247504,0.0004092424,0.00009539672,0.00007607466],"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":[3.812891e-7,0.00001718136,0.00001190585,0.0001103087,0.000007644771,0.000001374023,0.0001208921,1.577606e-7,0.00000103361,0.00001326075,0.9948581,0.004857786],"study_design_scores_gemma":[0.00003347115,0.000009525736,0.0004284523,0.0007748725,0.00001045525,3.6397e-7,0.0003084064,0.000001424385,0.00001475761,0.0001569524,0.9980489,0.0002123961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001395932,0.0001916307,0.000001386944,0.00008982934,0.0003932716,0.000198134,0.998556,0.0001296279,0.0003005368],"genre_scores_gemma":[0.0003272771,0.000047669,0.0001800977,0.00009539116,0.0005260234,0.00006903927,0.9986562,0.00001248236,0.00008585677],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08446443,"threshold_uncertainty_score":0.9159092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2863834918017049,"score_gpt":0.4463091883819377,"score_spread":0.1599256965802328,"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."}}