{"id":"W6964832645","doi":"10.26181/29389514","title":"The Looking Glass. Vol. 18 No. 2 (2015)","year":2015,"lang":"en","type":"article","venue":"La Trobe University","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trilogy; Agency (philosophy); Transformative learning; Connection (principal bundle); Narrative; Period (music)","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":[0.0004880493,0.00006189791,0.00007960777,0.00003643573,0.0004108459,0.00002050845,0.0003206796,0.00009349878,0.0008203229],"category_scores_gemma":[0.0001599568,0.00004535506,0.00003264986,0.0001138948,0.0003384866,0.0001098474,0.00003118273,0.0002206181,0.002250939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002481425,"about_ca_system_score_gemma":0.00007522581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506652,"about_ca_topic_score_gemma":0.004807538,"domain_scores_codex":[0.9991485,0.0002676695,0.00004766573,0.00013679,0.0001254891,0.0002738261],"domain_scores_gemma":[0.9991934,0.0003804858,0.00002645341,0.0001524665,0.0001120991,0.0001350767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009122019,0.000004449369,0.981538,0.000001700957,0.00001302732,0.00008533883,0.00007841178,0.00008774715,2.800046e-7,0.000516734,0.01715818,0.0004249227],"study_design_scores_gemma":[0.0004214561,0.00006378836,0.4587214,0.000002474237,0.00001012256,0.00002865786,0.0004512206,0.001586861,0.000003537439,0.0005972357,0.5380343,0.00007889223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5308973,0.0003941719,0.00006706663,0.0009182003,0.000677021,0.00008154538,0.00001143487,0.00005184181,0.4669015],"genre_scores_gemma":[0.9846192,0.00006467349,0.0001526324,0.00006294457,0.00005419168,2.7979e-8,0.00001737741,9.211274e-7,0.01502805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5228166,"threshold_uncertainty_score":0.9985259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960425080472612,"score_gpt":0.2171555150457984,"score_spread":0.1975512642410723,"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."}}