{"id":"W2612471374","doi":"","title":"Lesser Expectations by Vic Parsons","year":2015,"lang":"en","type":"article","venue":"Island writer","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076195,0.00004274798,0.00005005431,0.00001647182,0.0002259901,0.00008900843,0.0001213294,0.00003914905,0.00018924],"category_scores_gemma":[0.00002767537,0.00003708786,0.00002425546,0.0001238314,0.00006318404,0.0001257379,0.00001629116,0.00005226261,0.0004684857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002556136,"about_ca_system_score_gemma":0.00006526935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007573245,"about_ca_topic_score_gemma":0.002488375,"domain_scores_codex":[0.9994931,0.00003506337,0.00007410182,0.0001020888,0.0001475677,0.0001480303],"domain_scores_gemma":[0.9996735,0.00003070553,0.00002089002,0.0001076816,0.00005230439,0.0001149422],"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":[0.000003230838,0.00009272156,0.006845539,0.000001562406,0.00001062372,0.000001633628,0.05095157,0.00000382867,0.0001569103,0.07614863,0.8641762,0.001607608],"study_design_scores_gemma":[0.0001376195,0.000006031195,0.0004007251,0.000002108258,0.000004365907,2.80789e-7,0.005331087,0.00001681638,0.00004081974,0.00270251,0.9912899,0.00006775851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2550035,0.0004418371,0.002662427,0.02600621,0.0002449129,0.0002888605,0.0001198907,0.0001508661,0.7150815],"genre_scores_gemma":[0.9804401,0.00001097271,0.0001876051,0.0003113157,0.0002048907,0.00003644461,0.00001821303,0.00000510865,0.01878528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7254366,"threshold_uncertainty_score":0.6021591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04910826830668639,"score_gpt":0.3474716399617904,"score_spread":0.298363371655104,"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."}}