{"id":"W3022806837","doi":"","title":"Your Actions Speak So Loudly I Can't Hear a Word You Said","year":2008,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exhibition","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Word (group theory); Communication; Computer science; Linguistics; Medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005415368,0.0001395356,0.0001356533,0.0001058423,0.002350772,0.0001063893,0.0001141383,0.0001355339,0.0008974398],"category_scores_gemma":[0.0001731251,0.0001306293,0.00002842454,0.0002184825,0.0002807575,0.0006576979,0.00003855959,0.0002707091,0.0001657768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158755,"about_ca_system_score_gemma":0.003228362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007660303,"about_ca_topic_score_gemma":0.00182572,"domain_scores_codex":[0.9983963,0.0002287232,0.0002408808,0.0002899444,0.0005215204,0.0003225857],"domain_scores_gemma":[0.9991239,0.0002075993,0.0001319204,0.00008511838,0.0002553678,0.0001960344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003369579,0.001512735,0.1346411,0.0001612288,0.0001725421,0.00006330975,0.5310252,0.000003748184,0.003384093,0.1932952,0.05118322,0.08422071],"study_design_scores_gemma":[0.0003942636,0.00003072169,0.3075244,0.0002693047,0.00001928217,0.0000260897,0.06149584,0.000007006113,0.0006285492,0.004767441,0.624384,0.0004530716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395012,0.0001416047,0.00008912559,0.03981177,0.001125463,0.0002693544,0.000007190991,0.00007501818,0.01897932],"genre_scores_gemma":[0.9754002,0.0004765337,0.001523671,0.001002674,0.000311178,0.00006872203,0.00009769233,0.000008442047,0.02111086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5732008,"threshold_uncertainty_score":0.998948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1651442719177423,"score_gpt":0.3820037105571473,"score_spread":0.216859438639405,"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."}}