{"id":"W7118684201","doi":"10.52773/tsuull.conf.2025.24.10/qdor5869","title":"HID CONCEPT","year":2025,"lang":"","type":"article","venue":"","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trusted Positioning (Canada)","funders":"","keywords":"Expression (computer science); Nonverbal communication; Natural (archaeology); Interpretation (philosophy)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002651449,0.0004996015,0.0003997681,0.002522349,0.002704795,0.006389895,0.00205023,0.002172003,0.03911062],"category_scores_gemma":[0.004540836,0.0001942261,0.0004586164,0.001483946,0.00855471,0.006316297,0.005919658,0.002514637,0.00705252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099604,"about_ca_system_score_gemma":0.002869296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697639,"about_ca_topic_score_gemma":0.00086685,"domain_scores_codex":[0.9976183,0.0006659149,0.0001490347,0.0004215492,0.0007776459,0.0003676122],"domain_scores_gemma":[0.9981447,0.0006615894,0.000172575,0.0002890335,0.0004505141,0.0002816657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003728494,0.00002069381,0.0005643849,0.0002457774,0.00000638645,0.0002757402,0.002978772,0.00004806897,0.0002442578,0.900582,0.04171323,0.05328347],"study_design_scores_gemma":[0.00001360132,0.00002897852,0.0005386072,0.0003121943,0.000009658625,0.001180959,0.003104164,0.0001531654,0.0003323916,0.07572886,0.918583,0.00001438182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007149498,0.01314228,0.03368838,0.01734906,0.009058153,0.0002812444,0.0007121396,0.0003134123,0.9183058],"genre_scores_gemma":[0.4045376,0.01669073,0.04825615,0.02600855,0.008674522,0.001094489,0.001595309,0.0003175107,0.4928252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9608894,"threshold_uncertainty_score":0.1308381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970335998319189,"score_gpt":0.3611700712712595,"score_spread":0.3414667112880676,"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."}}