{"id":"W7128521611","doi":"10.64903/arwg.4.2.w36937642p25k531","title":"Ending in Order to Begin...","year":2001,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003344059,0.001037437,0.0005847583,0.000929838,0.0184698,0.007344853,0.001259202,0.004057144,0.06315752],"category_scores_gemma":[0.01125208,0.0005091264,0.0007680067,0.0006729699,0.004350684,0.006710722,0.0077982,0.01337709,0.06142973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977006,"about_ca_system_score_gemma":0.005992522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006929271,"about_ca_topic_score_gemma":0.0139848,"domain_scores_codex":[0.9967644,0.0009826946,0.0001012362,0.0003541704,0.0006311184,0.001166447],"domain_scores_gemma":[0.9936433,0.0004703886,0.000284933,0.0007163084,0.002510728,0.002374461],"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":[0.0001687423,0.0003025439,0.003753081,0.0002227069,0.00002704557,0.0007031292,0.04570007,0.0002331675,0.002733082,0.2372139,0.6189636,0.08997903],"study_design_scores_gemma":[0.000009354426,0.00007778568,0.0008035366,0.0001873028,0.000007573632,0.0001672987,0.01798561,0.00007816627,0.0006522656,0.02851456,0.9514901,0.00002643621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0342336,0.001862959,0.03261777,0.08862197,0.01453821,0.0004788509,0.0005609102,0.001835102,0.8252506],"genre_scores_gemma":[0.1486453,0.001124515,0.01607871,0.0281211,0.0009345516,0.0003057211,0.0006120767,0.001311805,0.8028663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06315752,"threshold_uncertainty_score":0.211283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906695532683622,"score_gpt":0.354948547853549,"score_spread":0.3058815925267128,"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."}}