{"id":"W4413533349","doi":"10.64628/aam.vnyvyyq93","title":"AI products for kids promising friendship and learning? 3 things to consider","year":2024,"lang":"en","type":"article","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Friendship; Psychology; Social psychology","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":[0.004226899,0.0005705699,0.0005007851,0.001084787,0.006181207,0.01421971,0.001738257,0.00649099,0.05338111],"category_scores_gemma":[0.008754504,0.000406189,0.000659587,0.0008573442,0.005073739,0.02282209,0.003597526,0.006084885,0.01263534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002983457,"about_ca_system_score_gemma":0.003592095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004837203,"about_ca_topic_score_gemma":0.01841251,"domain_scores_codex":[0.9966931,0.001910812,0.00006126502,0.0002049885,0.000655584,0.0004740797],"domain_scores_gemma":[0.9919264,0.00236611,0.0003322893,0.0004758366,0.002421461,0.002477825],"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":[0.0001706656,0.0002340631,0.002602208,0.000445548,0.00003374161,0.0004554358,0.009314727,0.0000810227,0.0004336587,0.1830296,0.6678362,0.1353631],"study_design_scores_gemma":[0.00003818697,0.0001083954,0.003163438,0.0009848389,0.00003029276,0.0005811484,0.05092018,0.0003267026,0.0003327912,0.1100896,0.8333631,0.0000613451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01405375,0.02020889,0.003563888,0.7436,0.006484006,0.00004348202,0.0002119889,0.0003772766,0.2114568],"genre_scores_gemma":[0.5028698,0.02834644,0.0176222,0.1673888,0.006676644,0.0004405408,0.0006304699,0.0008800794,0.2751449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05338111,"threshold_uncertainty_score":0.1785776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251301765186591,"score_gpt":0.3178228191952684,"score_spread":0.2953098015434025,"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."}}