{"id":"W1587637226","doi":"10.1002/9783527634446.ch8","title":"Outlook and Future Challenges","year":2011,"lang":"en","type":"other","venue":"","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xerox (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006663093,0.0008809122,0.00100693,0.001153297,0.00237336,0.006493343,0.002096121,0.005302572,0.09158022],"category_scores_gemma":[0.003378227,0.0004286879,0.0009960439,0.001141057,0.001491806,0.0104193,0.003962555,0.003804245,0.03287537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630456,"about_ca_system_score_gemma":0.008327115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218057,"about_ca_topic_score_gemma":0.004718613,"domain_scores_codex":[0.9980962,0.0002824689,0.00007950748,0.0002528025,0.000720192,0.0005688284],"domain_scores_gemma":[0.9974933,0.0004377282,0.00009109238,0.0001433267,0.00112911,0.0007055065],"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":[0.0002495036,0.0003284914,0.0005363544,0.001511487,0.00003118701,0.0002549125,0.0002392182,0.001167997,0.002080678,0.09718454,0.474359,0.4220566],"study_design_scores_gemma":[0.0000189268,0.0001380735,0.0003442978,0.0008193748,0.00001979584,0.0002256533,0.0009406044,0.0006128178,0.0007116256,0.05114604,0.9449927,0.00003014446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006451915,0.3624163,0.01626739,0.2667589,0.04889432,0.0001736213,0.002942069,0.001562602,0.294533],"genre_scores_gemma":[0.06181284,0.4297768,0.04458771,0.05958599,0.01946225,0.000615171,0.006258495,0.0005138717,0.3773869],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09158022,"threshold_uncertainty_score":0.3063663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00821716316690772,"score_gpt":0.1737426228784877,"score_spread":0.16552545971158,"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."}}