{"id":"W7128525163","doi":"10.64903/1480-6800.19.1.105","title":"Finding the Way","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01333996,0.0008477273,0.000778215,0.003946531,0.01443667,0.03036947,0.002707477,0.005347863,0.05394568],"category_scores_gemma":[0.02976486,0.0007265741,0.0006624022,0.003534472,0.02006859,0.04215224,0.0118488,0.00956405,0.01391059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931223,"about_ca_system_score_gemma":0.02164224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770838,"about_ca_topic_score_gemma":0.0295398,"domain_scores_codex":[0.9894594,0.005446182,0.0004206327,0.001823119,0.001404166,0.001446538],"domain_scores_gemma":[0.9861319,0.003022537,0.0009999368,0.002051999,0.00456869,0.003224962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004857792,0.0001176472,0.009799825,0.0003375789,0.00005500753,0.0002435728,0.0583409,0.0001869431,0.0006605606,0.598033,0.1856066,0.1465698],"study_design_scores_gemma":[0.00001334282,0.0000304816,0.001751785,0.0009168556,0.00003006242,0.0001492844,0.1843168,0.0002163192,0.0004344504,0.2142565,0.59784,0.00004417301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04686578,0.006408422,0.03285603,0.4916026,0.007794792,0.0002072653,0.0006180957,0.0006052199,0.4130419],"genre_scores_gemma":[0.7145227,0.006338435,0.03602818,0.067836,0.0009975833,0.0003357014,0.001075224,0.001037679,0.1718286],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05394568,"threshold_uncertainty_score":0.1804662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05676194584597228,"score_gpt":0.337604239695663,"score_spread":0.2808422938496907,"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."}}