{"id":"W1936145708","doi":"10.1558/calico.v32i1.25645","title":"Software Review: Mango Premiere—Japanese Videos for English Speakers","year":2015,"lang":"en","type":"article","venue":"CALICO Journal","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Drill; Software; Linguistics; Multimedia; Artificial intelligence; Engineering; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009765138,0.0007439556,0.002076988,0.00648535,0.0005918474,0.002595313,0.001517717,0.002565284,0.02327634],"category_scores_gemma":[0.05573193,0.0005630039,0.002118874,0.003871303,0.0008305467,0.001695033,0.001728368,0.001542358,0.006618386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202179,"about_ca_system_score_gemma":0.007045184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006370488,"about_ca_topic_score_gemma":0.01824857,"domain_scores_codex":[0.9948508,0.001774277,0.001317517,0.00033236,0.001509627,0.0002154734],"domain_scores_gemma":[0.943432,0.02372784,0.008739651,0.001558397,0.02001829,0.002523849],"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":[0.0004731001,0.00003988681,0.0003481231,0.06057505,0.0004717312,0.0001028413,0.0001118298,0.00003040062,0.0005847154,0.000264551,0.6081039,0.3288938],"study_design_scores_gemma":[0.0005309623,0.0003725757,0.003966713,0.06325556,0.002317577,0.0004478901,0.0001650314,0.00008455056,0.0006245014,0.0004005716,0.9277806,0.00005356906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001862787,0.912,0.00193262,0.04543184,0.02220242,0.001333068,0.003097164,0.0005964892,0.01154354],"genre_scores_gemma":[0.01727445,0.8535414,0.006656051,0.06092968,0.02374871,0.002860881,0.003898454,0.0007381696,0.03035218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02327634,"threshold_uncertainty_score":0.07786709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360106299968257,"score_gpt":0.443454503529905,"score_spread":0.3074438735330793,"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."}}