{"id":"W2787721088","doi":"10.11575/prism/9792","title":"The Bingo Project Final Report","year":2016,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02456784,0.0007235025,0.0006410424,0.002803589,0.003298197,0.008103091,0.002334254,0.001627227,0.1504145],"category_scores_gemma":[0.02875694,0.0006575477,0.0005545645,0.002505712,0.001119255,0.003223655,0.0111997,0.002679554,0.04199624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006895069,"about_ca_system_score_gemma":0.03565438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06526688,"about_ca_topic_score_gemma":0.06708238,"domain_scores_codex":[0.9901552,0.003623776,0.0003668001,0.000681671,0.003067495,0.002104945],"domain_scores_gemma":[0.9769074,0.002295774,0.0006545304,0.002270802,0.009410455,0.008461029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000478509,0.0002596549,0.004578128,0.0004357472,0.00002018452,0.0001355301,0.002325589,0.0001997172,0.00027646,0.02126797,0.8976654,0.07235716],"study_design_scores_gemma":[0.00009538133,0.00009009723,0.01157473,0.000548564,0.00001122523,0.0000505526,0.003112132,0.0001199803,0.0002555372,0.002833053,0.9812868,0.0000219707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04024186,0.004889379,0.0165991,0.05897144,0.007787712,0.01773548,0.2865365,0.00448344,0.562755],"genre_scores_gemma":[0.1100586,0.00274955,0.03897054,0.008079231,0.0006858743,0.03290992,0.2994416,0.003945485,0.503159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1504145,"threshold_uncertainty_score":0.5031866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364627343812567,"score_gpt":0.2640061728010098,"score_spread":0.2403598993628841,"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."}}