{"id":"W2943935320","doi":"10.15353/cjo.71.648","title":"One Step Forward","year":2009,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.01523967,0.001116176,0.0009530736,0.001850442,0.007329988,0.01031755,0.003222795,0.0155699,0.1722395],"category_scores_gemma":[0.03222975,0.0004636286,0.00160142,0.0009552845,0.007949159,0.01266358,0.01132911,0.02439317,0.05716351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006059627,"about_ca_system_score_gemma":0.05382564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02918674,"about_ca_topic_score_gemma":0.05495822,"domain_scores_codex":[0.9898124,0.002139205,0.0004341551,0.0009578313,0.00440648,0.002249892],"domain_scores_gemma":[0.9539443,0.004425372,0.0007786879,0.002522068,0.01727642,0.0210533],"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":[0.00004096461,0.0001118568,0.0003881817,0.0001441455,0.00001917279,0.00009550607,0.0001946123,0.00003705937,0.0001056416,0.03838552,0.9217865,0.03869065],"study_design_scores_gemma":[0.00006775434,0.00004854701,0.001060952,0.0009159554,0.00002832789,0.0001765878,0.001668508,0.00006192994,0.0001201874,0.03206097,0.9637534,0.00003690181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004652109,0.005062343,0.001298861,0.8990516,0.05498945,0.00005304029,0.0001815864,0.0001538821,0.03874406],"genre_scores_gemma":[0.01849477,0.008278363,0.006897568,0.7661904,0.02028907,0.0001790643,0.0004723174,0.0002340978,0.1789643],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1722395,"threshold_uncertainty_score":0.5761985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464104516420112,"score_gpt":0.3835611502059509,"score_spread":0.3389201050417498,"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."}}