{"id":"W2051005649","doi":"10.1145/1294046.1294120","title":"Image baby image!","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Scripting language; Process (computing); Operating system; USB; Component (thermodynamics); Task (project management); Embedded system; Computer hardware; Software","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463179,0.00009123701,0.00008059534,0.0001038829,0.00006001109,0.00008113042,0.001253596,0.00004375479,0.00005081275],"category_scores_gemma":[0.0001315504,0.00007699144,0.00002585041,0.0003733127,0.0001037794,0.001302098,0.0007061569,0.0001123705,0.0006369983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003566956,"about_ca_system_score_gemma":0.00001234134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009553433,"about_ca_topic_score_gemma":0.00001009839,"domain_scores_codex":[0.9991065,0.000005253583,0.000134123,0.0002900134,0.0001551578,0.0003089809],"domain_scores_gemma":[0.9988693,0.00007255446,0.0000364138,0.0009263422,0.00004848993,0.00004687138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000362841,0.00005349354,0.0001611415,0.000007101774,0.000006879375,0.0003575348,0.00009413165,0.000001158737,0.07517414,0.5470297,0.0317085,0.3454026],"study_design_scores_gemma":[0.0007586991,0.0001856987,0.005689138,0.00001406055,0.000005114974,0.0001843506,0.0003365505,0.009968571,0.6254172,0.1866265,0.1697867,0.001027486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008870863,0.00003672928,0.9428189,0.0007976883,0.000133047,0.00005780367,0.000001182429,0.001807302,0.05346027],"genre_scores_gemma":[0.04143383,0.000006098498,0.9575499,0.0003271614,0.00002023936,0.000002083371,0.000001342223,0.000005566843,0.0006537238],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5502431,"threshold_uncertainty_score":0.8187537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240698559537795,"score_gpt":0.2715276988288309,"score_spread":0.2591207132334529,"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."}}