{"id":"W649457797","doi":"","title":"ORGANIZATIONAL COMMUNICATION TOOL FOR LETHBRIDGE COLLEGE","year":2008,"lang":"en","type":"article","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Educational Tools and Methods","field":"Social Sciences","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":[],"consensus_categories":[],"category_scores_codex":[0.003192337,0.0007115527,0.0004982965,0.003271171,0.001660761,0.004402637,0.002328099,0.001163335,0.178864],"category_scores_gemma":[0.008715297,0.0005271763,0.0004883978,0.00319353,0.0005352566,0.006455285,0.004037359,0.001518063,0.04641498],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902285,"about_ca_system_score_gemma":0.002114167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422847,"about_ca_topic_score_gemma":0.005759512,"domain_scores_codex":[0.9977995,0.0005854277,0.000192536,0.0002962899,0.0009231009,0.0002030227],"domain_scores_gemma":[0.9938574,0.00301116,0.0003812901,0.001173295,0.0008668904,0.0007098907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003588216,0.0004921497,0.002095749,0.0006705346,0.00001941967,0.0004517489,0.00533173,0.0005985168,0.004964229,0.05010456,0.395416,0.5394965],"study_design_scores_gemma":[0.0000860235,0.0001334095,0.003309372,0.0003827405,0.00001507471,0.0002701889,0.002151525,0.004404265,0.00322952,0.007214191,0.9787368,0.00006698973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0484322,0.001243525,0.221695,0.01067504,0.001433261,0.002608943,0.01682602,0.1658859,0.5312001],"genre_scores_gemma":[0.1620756,0.001242051,0.339718,0.001767351,0.0006507842,0.004044985,0.03464877,0.01153269,0.4443198],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9980977,"threshold_uncertainty_score":0.5983597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280989021202566,"score_gpt":0.3605328488974656,"score_spread":0.2877229586854399,"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."}}