{"id":"W7084130730","doi":"10.64628/aam.nnrjc3964","title":"How to think yourself into a fit person","year":2019,"lang":"en","type":"article","venue":"","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005285627,0.0009752802,0.0007199205,0.0007881746,0.006141709,0.01060769,0.001408738,0.005691692,0.03041554],"category_scores_gemma":[0.02598374,0.0004441525,0.001056823,0.0003588156,0.007995627,0.01273488,0.006385673,0.01071014,0.03732878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009257324,"about_ca_system_score_gemma":0.003733249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479544,"about_ca_topic_score_gemma":0.002154452,"domain_scores_codex":[0.9935913,0.003341804,0.000237964,0.0005350528,0.001657945,0.0006359665],"domain_scores_gemma":[0.9872799,0.002182137,0.0005873714,0.0008716997,0.00344236,0.005636488],"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":[0.00006310502,0.0003739788,0.003380503,0.0003223893,0.00006309815,0.001185049,0.04018463,0.0001001315,0.001560198,0.02709456,0.7723241,0.1533482],"study_design_scores_gemma":[0.00003621714,0.0001282347,0.0008060604,0.0007294724,0.00003343285,0.003515285,0.09072372,0.0002117916,0.0005675643,0.04742635,0.8557254,0.00009635539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01774868,0.01072906,0.06104462,0.6349233,0.06082696,0.0003501872,0.0001648932,0.001769047,0.2124432],"genre_scores_gemma":[0.15366,0.007721152,0.06669082,0.3708516,0.006546701,0.0006338297,0.0002881136,0.001864054,0.3917437],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03041554,"threshold_uncertainty_score":0.1017501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009945026106062163,"score_gpt":0.2017472581707906,"score_spread":0.1918022320647284,"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."}}