{"id":"W1550992155","doi":"10.5539/ass.v11n15p313","title":"Identity in Online Personal Ads: A Multimodal Investigation","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Communication and Language","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personal identity; Identity (music); Semiotics; Psychology; Social psychology; Variety (cybernetics); Relation (database); Object (grammar); Linguistics; Self; Computer science; Aesthetics; Artificial intelligence","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":[0.00116973,0.0002255675,0.0001811315,0.001447834,0.001588166,0.002971541,0.0002849205,0.0005754546,0.004855797],"category_scores_gemma":[0.004093348,0.0001166362,0.0001774662,0.0009454618,0.001826825,0.002654301,0.002212998,0.000535202,0.0004123425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007770131,"about_ca_system_score_gemma":0.0002321822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574456,"about_ca_topic_score_gemma":0.001856525,"domain_scores_codex":[0.9991735,0.0004304707,0.00003253587,0.00008550865,0.0002057355,0.00007233015],"domain_scores_gemma":[0.9983387,0.001046751,0.0001763087,0.0001239737,0.0002331607,0.00008118633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004951133,0.0002821459,0.04102332,0.0006196047,0.00002839711,0.001983925,0.8153656,0.0001728121,0.02749085,0.02098012,0.001471226,0.09008694],"study_design_scores_gemma":[0.00003213014,0.0004511207,0.1589759,0.0003134915,0.00009010916,0.003023227,0.7741333,0.003065342,0.009116,0.006801521,0.04391497,0.00008285995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741742,0.0001622387,0.001544289,0.0001301062,0.00001156169,0.00004469086,0.0000928424,0.00001643163,0.02382362],"genre_scores_gemma":[0.9953219,0.0001349791,0.000794878,0.00003850353,0.0000165565,0.00003630526,0.00006627799,0.00001158559,0.003578847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004855797,"threshold_uncertainty_score":0.01624429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327815826526647,"score_gpt":0.328181970485299,"score_spread":0.2849038122200325,"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."}}