{"id":"W4221027722","doi":"10.1080/00083968.2022.2041381","title":"I Give You Half the Road","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transport engineering; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006063695,0.002473688,0.002910167,0.002310661,0.01279652,0.02676591,0.002730213,0.02119562,0.4655117],"category_scores_gemma":[0.04048679,0.001084903,0.002567057,0.001279272,0.00492563,0.01519744,0.01187981,0.02839498,0.4015824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148163,"about_ca_system_score_gemma":0.01021874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009875639,"about_ca_topic_score_gemma":0.01591164,"domain_scores_codex":[0.9914227,0.001513033,0.0003516316,0.0009642764,0.003868909,0.001879459],"domain_scores_gemma":[0.9606635,0.002029579,0.00106481,0.001823228,0.0148174,0.01960146],"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":[0.00002105488,0.00002537476,0.00005764178,0.0000304043,0.000004473357,0.00005518122,0.00005909386,0.00001115171,0.00003217342,0.001386373,0.9917544,0.006562551],"study_design_scores_gemma":[0.00002289503,0.00002636358,0.0001358861,0.0001515092,0.00000475098,0.00008171485,0.0006843239,0.00001941559,0.0000219575,0.001716557,0.9971095,0.00002529299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003822467,0.00713816,0.000785037,0.4801374,0.3923765,0.0001708438,0.0004111402,0.0008035135,0.1177952],"genre_scores_gemma":[0.002937115,0.003481248,0.0007673792,0.2388586,0.06152502,0.0002404332,0.0002781549,0.0005095479,0.6914026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4655117,"threshold_uncertainty_score":0.7623827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08949984663535514,"score_gpt":0.3031101287461425,"score_spread":0.2136102821107874,"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."}}