{"id":"W7128512489","doi":"10.64903/i1480-6800.19.3.225","title":"A Remarkable Friendship","year":2016,"lang":"","type":"article","venue":"Arab world geographer","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002239615,0.000322691,0.0002964669,0.0003846508,0.001015192,0.0002826816,0.0006778103,0.0001772195,0.05505171],"category_scores_gemma":[0.0006157251,0.0002376983,0.0003292876,0.002685869,0.001128015,0.001426827,0.00006605077,0.0003067415,0.004212982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007798435,"about_ca_system_score_gemma":0.0004351212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733442,"about_ca_topic_score_gemma":0.009905683,"domain_scores_codex":[0.9959523,0.0009066052,0.0004785461,0.0007305505,0.0008544775,0.001077497],"domain_scores_gemma":[0.9957289,0.0026275,0.0003685823,0.0005640972,0.0002447754,0.0004661772],"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":[0.0001742913,0.0005359445,0.4501081,0.00004351079,0.0003140949,0.00001407696,0.01184098,6.610039e-7,0.0001153094,0.3823389,0.08893993,0.06557423],"study_design_scores_gemma":[0.0003847968,0.00004805828,0.04028334,0.0002140904,0.0001022295,0.000001507101,0.006667768,5.507546e-7,0.00006234818,0.03885822,0.9129282,0.0004489529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02223941,0.004581017,0.00003376125,0.1518475,0.003244399,0.0003267088,0.00001830156,0.0001015769,0.8176073],"genre_scores_gemma":[0.8417981,0.00137753,0.0002870105,0.00203091,0.001404027,0.00004259498,0.000002224177,0.00002866218,0.1530289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8239882,"threshold_uncertainty_score":0.9965624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280295857863175,"score_gpt":0.3258982157365738,"score_spread":0.2830952571579421,"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."}}