{"id":"W4391855196","doi":"10.1075/is.22054.nic","title":"Texting!!!","year":2023,"lang":"en","type":"article","venue":"Interaction Studies Social Behaviour and Communication in Biological and Artificial Systems","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006570551,0.0004347845,0.0002136805,0.0003898336,0.0005939074,0.000868297,0.000368355,0.0003782061,0.09549507],"category_scores_gemma":[0.005482199,0.00009009824,0.0001576351,0.0002613074,0.0003260983,0.001583876,0.0007383005,0.0003923831,0.03350092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632853,"about_ca_system_score_gemma":0.00008482228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002470623,"about_ca_topic_score_gemma":0.0003498996,"domain_scores_codex":[0.999477,0.0001999853,0.0000449407,0.00007856064,0.0001585492,0.0000409657],"domain_scores_gemma":[0.9957416,0.001667187,0.0007683139,0.0006775977,0.0008607728,0.000284447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002254168,0.000436953,0.05748033,0.002370906,0.00007569711,0.001584676,0.01833958,0.0003723044,0.1071725,0.01019296,0.2212243,0.5784957],"study_design_scores_gemma":[0.00005555892,0.000997613,0.1130515,0.0005719349,0.00006204539,0.002416706,0.006046681,0.002284827,0.03124567,0.00372819,0.8394046,0.0001347255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6250141,0.001608508,0.03102655,0.004892128,0.001903847,0.0004673183,0.005038369,0.008728632,0.3213206],"genre_scores_gemma":[0.762656,0.000752154,0.02334115,0.001590432,0.0006750905,0.0003089088,0.002910029,0.001699489,0.2060667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9045049,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072951155426703,"score_gpt":0.3944804427993467,"score_spread":0.1871853272566764,"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."}}