{"id":"W2913791928","doi":"10.1017/s0263574704000906","title":"Symposium Report","year":2004,"lang":"en","type":"article","venue":"Robotica","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001728133,0.0008062476,0.0006190874,0.001994883,0.001624385,0.003767101,0.001677833,0.001855925,0.5581291],"category_scores_gemma":[0.002508431,0.0003447396,0.000621166,0.001671641,0.0002389,0.002160331,0.002076959,0.001436072,0.3833188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120593,"about_ca_system_score_gemma":0.003753099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005107624,"about_ca_topic_score_gemma":0.008487758,"domain_scores_codex":[0.998917,0.00009769427,0.00006262113,0.0001801803,0.0005781841,0.0001643833],"domain_scores_gemma":[0.9967438,0.0001505631,0.00008375089,0.0002909562,0.002038708,0.0006921465],"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":[0.00008082578,0.00008078131,0.000356467,0.0001370195,0.000008899043,0.00007701395,0.00005180684,0.000102363,0.001002159,0.004471642,0.8875783,0.1060526],"study_design_scores_gemma":[0.000008128186,0.00002008002,0.0003479526,0.00004213308,0.000005924332,0.00006435135,0.00005178282,0.00007287876,0.0003059792,0.0007452376,0.9983307,0.000004896141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00237593,0.006027506,0.007971296,0.01717715,0.02873325,0.0005603711,0.0138965,0.002604461,0.9206536],"genre_scores_gemma":[0.006483563,0.003268859,0.00341283,0.001804063,0.002421197,0.0001534519,0.01019371,0.0004141301,0.9718481],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5581291,"threshold_uncertainty_score":0.6302752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197145594867497,"score_gpt":0.2312048179249163,"score_spread":0.2114902584381667,"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."}}