{"id":"W6968023141","doi":"10.5281/zenodo.12396840","title":"tu keha c punjabi book pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital library; Download; Selection (genetic algorithm); Performance art; Digital content","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":["insufficient_payload"],"category_scores_codex":[0.0003274912,0.0009803893,0.0007352707,0.001353915,0.002466477,0.006378805,0.001166754,0.001469021,0.8531941],"category_scores_gemma":[0.001266304,0.0006575634,0.0005773038,0.002238145,0.000602456,0.003166403,0.001883666,0.002384352,0.7396122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141298,"about_ca_system_score_gemma":0.001555343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004318818,"about_ca_topic_score_gemma":0.0105099,"domain_scores_codex":[0.999727,0.00001808083,0.00001039737,0.00005621469,0.0001376733,0.00005067195],"domain_scores_gemma":[0.9993781,0.00005454493,0.00002039251,0.00008982096,0.0002680976,0.000189105],"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":[0.00004171507,0.00007463271,0.0001310436,0.0002279283,0.000003264542,0.0001157853,0.0000798094,0.0000543051,0.0007591838,0.002369568,0.8962814,0.09986147],"study_design_scores_gemma":[0.000006607487,0.00001636417,0.0004546093,0.00006115383,0.000001714864,0.00009615565,0.00006870925,0.0000300436,0.0001763973,0.0002777947,0.9988048,0.000005675729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004288695,0.0009602465,0.0003055214,0.000527477,0.001284734,0.00008214924,0.0007911468,0.001152898,0.9944669],"genre_scores_gemma":[0.001559727,0.0005938623,0.0003397639,0.0003052425,0.0001122946,0.00002464612,0.0004632099,0.000284778,0.9963166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1468059,"threshold_uncertainty_score":0.2094007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209614288125047,"score_gpt":0.2312587139457427,"score_spread":0.2091625710644922,"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."}}