{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000008734059,0.00009111781,0.0001094955,0.00006321738,0.00001900295,0.00002061125,0.0002071338,0.00005960435,0.009454814],"category_scores_gemma":[0.0001298365,0.00009816982,0.000008755036,0.00009375104,0.000001494566,0.00004565793,0.00007779118,0.00005492923,0.0001069275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004614309,"about_ca_system_score_gemma":0.0003890586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3464437,"about_ca_topic_score_gemma":0.6349419,"domain_scores_codex":[0.999506,0.000005333337,0.0001029994,0.0001555004,0.0001451329,0.00008503824],"domain_scores_gemma":[0.9994736,0.00003820957,0.00008656863,0.0002376568,0.00009594599,0.0000679955],"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":[1.007971e-7,0.000003427374,0.00001266731,0.0001011453,0.000008686606,3.754796e-7,0.00004109271,0.0006817578,0.000001261065,0.0001107318,0.9990056,0.00003320949],"study_design_scores_gemma":[0.0001206264,0.000003500727,0.01353444,0.001959834,0.000008489213,0.00000205638,0.000005515014,0.00669105,0.00001534641,0.0001524827,0.9772435,0.0002631616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001659687,0.0320585,0.006821076,0.003838508,0.007554712,0.001957844,0.5517256,0.0006716745,0.3952061],"genre_scores_gemma":[0.01988284,0.00001397632,0.02571504,0.000101335,0.0009955658,0.0001003037,0.1968574,0.0003000808,0.7560334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3608273,"threshold_uncertainty_score":0.9914507,"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."}}