{"id":"W6948355632","doi":"10.48660/18070047","title":"Welcome and Opening Remarks","year":2018,"lang":"en","type":"other","venue":"PIRSA","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Government (linguistics); Work (physics); Natural (archaeology); Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005932409,0.0001039228,0.0001067788,0.00001734491,0.00004005593,0.00002770644,0.0001184341,0.0001039598,0.7509146],"category_scores_gemma":[0.00001001694,0.00009250103,0.00001995207,0.00005546599,0.0001586766,0.00002191711,0.0002082799,0.00004856718,0.01824545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009536133,"about_ca_system_score_gemma":0.000001484977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481082,"about_ca_topic_score_gemma":0.0007694928,"domain_scores_codex":[0.9994596,0.00001102088,0.00006111916,0.0002052079,0.0001198297,0.0001432546],"domain_scores_gemma":[0.99972,0.000005649132,0.00005024404,0.0001602578,0.000001137943,0.00006267172],"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":[0.000001203016,0.000006099037,0.001859096,0.000006207746,0.000003695406,0.000002416167,0.00002020677,7.05394e-9,0.00005810376,0.0001205572,0.996856,0.001066353],"study_design_scores_gemma":[0.00009069528,0.00001257158,0.007816247,0.00002122628,0.00000612375,0.000003974769,0.00006597206,0.000003322695,0.00001489869,0.00001649633,0.9918297,0.0001187929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004034246,0.0001288693,0.00001971688,0.0001397243,0.0002330156,0.00008475451,0.00003349631,0.00006666863,0.9988903],"genre_scores_gemma":[0.001154926,0.0002191723,0.0001412125,0.00023027,0.0001801177,0.000007937108,0.00005045758,0.0000883555,0.9979275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7326692,"threshold_uncertainty_score":0.982519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085273783465119,"score_gpt":0.250775616835652,"score_spread":0.2299228790010008,"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."}}