{"id":"W2341678734","doi":"10.26522/ti.v2i1.737","title":"I Can't See where I am Going","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001465382,0.0009624946,0.0006387621,0.001015859,0.0128712,0.005960767,0.001294842,0.003296575,0.3557311],"category_scores_gemma":[0.01116242,0.0005474646,0.0005854538,0.0005307837,0.00363417,0.007484983,0.005671709,0.01532812,0.1484541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559849,"about_ca_system_score_gemma":0.003912588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536833,"about_ca_topic_score_gemma":0.03205182,"domain_scores_codex":[0.9979734,0.0003693567,0.00004239865,0.0002765955,0.0008065506,0.0005317448],"domain_scores_gemma":[0.9945081,0.0005889484,0.0002214444,0.0002826855,0.001479973,0.002918855],"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":[0.00002123278,0.00002100151,0.0001890316,0.00002300492,0.000002266018,0.0001449139,0.001502062,0.00001158745,0.0002705071,0.00544389,0.9731786,0.01919197],"study_design_scores_gemma":[0.00001224495,0.00002861986,0.0003463262,0.0001160269,0.000003479677,0.0003428567,0.006716618,0.00004699066,0.000154527,0.003662311,0.9885421,0.00002783916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004620752,0.001999603,0.005596739,0.2937603,0.0507445,0.0001398042,0.0002894074,0.002566543,0.6402823],"genre_scores_gemma":[0.01456969,0.0005270881,0.001529868,0.0462056,0.00125901,0.00005290559,0.00005986927,0.0006176678,0.9351784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3557311,"threshold_uncertainty_score":0.9189714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001819975550154,"score_gpt":0.3546496244284328,"score_spread":0.2946314246729312,"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."}}