{"id":"W6995705269","doi":"","title":"Pari askelta edellä vai jo useampi jäljessä? : tulevaisuuden viestintätyö ja sen vaatimat osaamistarpeet","year":2018,"lang":"fi","type":"other","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Government (linguistics); Work (physics); Limiting; Term (time)","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":[0.001259923,0.0006227191,0.0005752433,0.0006390839,0.002781794,0.006284358,0.0009259873,0.002224548,0.06477433],"category_scores_gemma":[0.002469215,0.0003864598,0.0006572808,0.0005863978,0.001978846,0.004644094,0.003257694,0.003374983,0.02397441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873741,"about_ca_system_score_gemma":0.00238342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004290489,"about_ca_topic_score_gemma":0.01021009,"domain_scores_codex":[0.9990037,0.0001667966,0.00005646862,0.0002753546,0.0002829996,0.0002147835],"domain_scores_gemma":[0.9989939,0.0001892928,0.0001197024,0.00008027163,0.0002994874,0.0003173125],"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":[0.002267222,0.0007965043,0.02166165,0.003408644,0.0002361469,0.004999337,0.02922285,0.0003547281,0.06553046,0.08565202,0.2221541,0.5637162],"study_design_scores_gemma":[0.00001816173,0.000185085,0.008503909,0.0004886047,0.00004124294,0.001229952,0.007750193,0.0001088968,0.004642065,0.003855002,0.9731203,0.00005676484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1856668,0.05412285,0.01518894,0.08336134,0.01753285,0.0002440887,0.002349835,0.001412103,0.6401213],"genre_scores_gemma":[0.2405487,0.01891404,0.01250181,0.01262577,0.002127968,0.0001647151,0.001543013,0.0007568109,0.7108172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06477433,"threshold_uncertainty_score":0.2166917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165442067566446,"score_gpt":0.1861513703932055,"score_spread":0.174496949717541,"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."}}