{"id":"W2174966961","doi":"10.29173/iasl7736","title":"Boys, blogs and books","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Psychology; Pedagogy; Media studies; Sociology; Public relations; Political 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":[0.005323624,0.0006108554,0.0004804788,0.001983365,0.00917217,0.01225183,0.001264546,0.00168508,0.01169133],"category_scores_gemma":[0.00858972,0.0005296844,0.0002333438,0.001155555,0.008554456,0.007969524,0.006779807,0.003450216,0.001547826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154181,"about_ca_system_score_gemma":0.001910661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166354,"about_ca_topic_score_gemma":0.005058767,"domain_scores_codex":[0.9916157,0.005926342,0.0001764719,0.0005978615,0.001047342,0.0006362329],"domain_scores_gemma":[0.9907132,0.00469886,0.001200514,0.000621832,0.0004509031,0.00231479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009343712,0.000336066,0.02413764,0.0005965724,0.00003286765,0.001381839,0.8410501,0.00008128415,0.002053462,0.04481449,0.01586617,0.06955601],"study_design_scores_gemma":[0.00002693732,0.0002643341,0.007532546,0.0004090298,0.00002239566,0.0008192026,0.6870125,0.0000776405,0.00105568,0.003798411,0.2989542,0.00002709415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7646298,0.003846399,0.00402059,0.01683569,0.00118057,0.0002844729,0.0002517097,0.0002250896,0.2087256],"genre_scores_gemma":[0.8862185,0.001425863,0.003139316,0.002563489,0.0001360033,0.0001790031,0.00008028841,0.0001027292,0.1061548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225183,"threshold_uncertainty_score":0.03911138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315925294313126,"score_gpt":0.2399477223029366,"score_spread":0.208355192871624,"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."}}