{"id":"W6903370792","doi":"10.11575/ajer.v63i2.56354","title":"Predicting Problematic Internet Use in A Sample of Canadian University Students","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); The Internet; Internet research; Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026375,0.00005156675,0.0001447047,0.0004121695,0.0003404662,0.00001832614,0.0009852032,0.0001166857,0.00006703508],"category_scores_gemma":[0.0004248245,0.00007100709,0.0000395181,0.0001520717,0.0005525357,0.000372849,0.0002071987,0.0001223084,0.000003404722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626182,"about_ca_system_score_gemma":0.0002836706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342252,"about_ca_topic_score_gemma":0.9353141,"domain_scores_codex":[0.9993245,0.00007947445,0.00007537835,0.0001096716,0.0002082503,0.0002027307],"domain_scores_gemma":[0.9993583,0.00005216957,0.0001798035,0.0002330825,0.00006168219,0.000114979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002672134,0.00005223436,0.9930676,0.00001920561,0.00001766914,0.0000390707,0.004522105,9.507374e-7,0.00001451173,0.001551229,0.0002293335,0.0004593217],"study_design_scores_gemma":[0.0007880543,0.00003039017,0.9889705,0.0002035434,0.0000185614,2.90258e-7,0.007227181,0.0001051614,0.00002304728,0.0002006635,0.00235988,0.00007275753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892129,0.000002502084,0.00007671723,0.000339354,0.00004797663,0.0001941078,0.00001520877,0.00001919732,0.01009205],"genre_scores_gemma":[0.9971367,0.00002359249,0.001030016,0.000008095653,0.000002683296,1.073955e-8,0.000001657456,0.000002520191,0.001794691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008297361,"threshold_uncertainty_score":0.2895585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275673335911397,"score_gpt":0.2579306024461462,"score_spread":0.2303632688550065,"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."}}