{"id":"W6923131233","doi":"10.1371/journal.pone.0068889.g001","title":"Location of populations sampled from Alberta, Canada, during June and July, 2011.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population; Identification (biology); Ectotherm; Sampling (signal processing); Selection (genetic algorithm)","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":[0.0002821844,0.0004383865,0.0002648543,0.002483117,0.001678179,0.0006788209,0.001138169,0.0003967777,0.01395042],"category_scores_gemma":[0.0008819587,0.0002130981,0.0002027071,0.00378405,0.000493994,0.0002258862,0.0004804696,0.0004850832,0.002019461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009299682,"about_ca_system_score_gemma":0.01177607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897565,"about_ca_topic_score_gemma":0.9969098,"domain_scores_codex":[0.9997697,0.00001224844,0.000007987213,0.00004741901,0.00009256283,0.0000699675],"domain_scores_gemma":[0.9993368,0.00004021084,0.00006429529,0.00002909811,0.0003921971,0.0001374296],"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":[0.000544647,0.00007576657,0.3222631,0.000723338,0.0001186895,0.0007268754,0.004385062,0.002325434,0.001415978,0.003389777,0.5713248,0.09270659],"study_design_scores_gemma":[0.00003612593,0.00002098587,0.8562176,0.0004133473,0.00005508336,0.0002447478,0.00552522,0.0007491262,0.0003285847,0.0004789896,0.1358877,0.00004250716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.2470054,0.005001009,0.002788741,0.0009288745,0.0002932402,0.0005494788,0.5543077,0.0008918709,0.1882338],"genre_scores_gemma":[0.6408655,0.004863262,0.007895584,0.0005937997,0.00006152072,0.0002963343,0.215299,0.0002224799,0.1299025],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01395042,"threshold_uncertainty_score":0.06747425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332454873731332,"score_gpt":0.2329506939857476,"score_spread":0.1997052066126144,"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."}}