{"id":"W6891501483","doi":"10.4224/23002230","title":"G. A. Ledingham Collection","year":2017,"lang":"ceb","type":"article","venue":"NPARC","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Work (physics); Identification (biology); Focus (optics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001449427,0.0006021428,0.001204331,0.006101103,0.005371139,0.003066956,0.002468555,0.0007424509,0.3030745],"category_scores_gemma":[0.007440192,0.0006875222,0.0003625481,0.008159185,0.001009827,0.001782639,0.002730963,0.001932684,0.1733982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403623,"about_ca_system_score_gemma":0.008411708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07474136,"about_ca_topic_score_gemma":0.1524475,"domain_scores_codex":[0.9982914,0.0002250781,0.0001086744,0.0003263782,0.0009285006,0.0001199208],"domain_scores_gemma":[0.9934273,0.0005134812,0.000159162,0.001456954,0.004067568,0.0003756085],"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":[0.00002729081,0.000006286548,0.0001830502,0.0001318597,0.000002953964,0.00004343245,0.0001803225,0.00002535954,0.000334295,0.00314475,0.9580292,0.03789119],"study_design_scores_gemma":[0.000001416367,0.000002352774,0.0006076433,0.00005600898,0.000001888292,0.00001954822,0.00008591389,0.00001602314,0.0002070887,0.000560656,0.9984358,0.000005634153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003897394,0.005362157,0.008162796,0.007352744,0.008720079,0.0008872372,0.2990253,0.004903319,0.661689],"genre_scores_gemma":[0.01536695,0.00841136,0.01735925,0.002064954,0.001999584,0.00106973,0.1233804,0.004060735,0.826287],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3030745,"threshold_uncertainty_score":0.9940796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134192895452629,"score_gpt":0.2216342133475709,"score_spread":0.208214923802308,"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."}}