{"id":"W7023587566","doi":"","title":"Our voice: Past, present and future","year":2011,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Phenomenon; Work (physics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007880013,0.0005794101,0.0007684048,0.001344983,0.001110187,0.0003425361,0.001790478,0.0009964472,0.001386065],"category_scores_gemma":[0.0000199223,0.0006085393,0.0002018604,0.0006920677,0.0006179523,0.0004380166,0.001717081,0.0008362263,0.0005197367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004715705,"about_ca_system_score_gemma":0.0005966667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897524,"about_ca_topic_score_gemma":0.0003487592,"domain_scores_codex":[0.9947948,0.001508256,0.0002640763,0.001308852,0.001112794,0.001011249],"domain_scores_gemma":[0.9976063,0.00007453084,0.0003125121,0.0009918632,0.000405781,0.0006089894],"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":[0.003749013,0.0002280874,0.00005851771,0.0004689569,0.0002228596,0.003253902,0.0006745175,0.000002404899,0.0297073,0.008066555,0.9528313,0.0007366229],"study_design_scores_gemma":[0.001683872,0.0003547949,0.00003256553,0.0001387727,0.0001345336,0.00002865681,0.002209982,0.00001271017,0.002713657,0.00007311868,0.9919562,0.0006611416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009710263,0.0003173725,0.00003579269,0.0005152329,0.03004807,0.001286151,0.0003746778,0.0005585372,0.9571539],"genre_scores_gemma":[0.003321268,0.000801194,0.0003465663,0.000006831232,0.05480105,8.29742e-7,0.00004776511,0.0002575936,0.9404169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03912494,"threshold_uncertainty_score":0.9996366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870807206362849,"score_gpt":0.2435565831159787,"score_spread":0.2148485110523503,"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."}}